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After completing a piece of work, I like to record some things that I would like to work on next. The previous time was a little over 11 months ago, and was heavily geared towards random walks on quantum groups. The need at that time was to start properly learning some compact quantum groups. I made a start on this: my plan was to write up some notes on compact quantum groups… however these notes [these are *real rough*], were abandoned like the Marie Celeste in May 2020. What happened was that I had a technical question about the construction of the reduced algebra of continuous functions on a compact quantum group , and the expert who helped me suggested some intuition that I could use for quantum permutations… this kind of set off a quest to find a better interpretation for quantum permutations that started with this talk, then led to this monstrosity, and finally to this paper that I am proud of (but not sure if journals will concur).

So anyway some problems and brief thoughts. I tried and failed to resist the urge to use the non-standard notation and interpretation used in this new paper… I guess this post is for me… if you want to understand the weird “ is a quantum permutation” and ““, etc you will have to read the paper.

### No Quantum Alternating Group

So the big long crazy draft of has some stuff about why there is no quantum cyclic or alternating groups but these are arguments rather than proofs. A no-go theorem here looks as follows:

A finite group hasno quantum versionif whenever is a quantum permutation group with group of characters of equal to , then .

I know the question for is open… is it formally settled that there is no quantum ? Proving that would be a start. A possible strategy would be to construct from and a quantum permutation like a character on that is in the complement of in . The conclusion being that there can be no quantum permutation in that is is commutative. There might be stuff here coming from alternating (pun not intended) projections theory that could help.

### Ergodic Theorem for Random Walks on Compact Quantum Groups

From April 2020:

My proof of the Ergodic Theorem leans heavily on the finiteness assumption but a lot of the stuff in that paper (and there are many partial results in that paper also) should be true in the compact case too. How much of the proof/results carry into the compact case? A full Ergodic Theorem for Random Walks on Compact Quantum Groups is probably quite far away at this point, but perhaps partial results under assumptions such as (co?)amenability might be possible. OR try and prove ergodic theorems for specific compact quantum groups.

What I would be interested in doing here is seeing can I maybe use the language from the Ergodic Theorem to prove some partial results in this direction. The analysis is possibly a little harder than I am used to. What I might want to show is that if is an idempotent state (I am not sure are there group-like projections lying around, I think there are maybe here), and its support projection in , that the convolution of quantum permutations such that , that . This would almost certainly require the use of a group-like projection. Possibly restricting to to quantum permutation groups we would then have a good understanding of non-Haar idempotent “quasi-subgroups”:

A quasi-subgroup of a compact(permutation?)quantum group is a subset ofthat (for )contains the identity, is closed under reversal, and closed under the quantum group law.A quasi-subgroup is a quantum subgroup precisely when it is closed under wave function collapse.

The other thing that could be done here would be to refine two aspects of the finite theory. One, from the direction of cyclic shifts, in order to make the definition of a cyclic coset more intrinsic (it is currently defined with respect to a state), and two to further study the idea of an idempotent commuting with something like a “finite order” deterministic state (see p.27).

### Maximality Conjecture

For , there is no intermediate quantum subgroup . That is there is no comultiplication intertwining surjective *-homomorphism to noncommutative such that there is in addition there is another such map .

This well-known conjecture is that there is no intermediate quantum subgroup at *any *.

Let be the Kac–Paljutkin quantum group of order eight and consider the quantum permutation , the state space of the algebra of functions on , . Where and , . Where and (by abuse of notation) the Haar state of in . Where , consider the idempotent state on :

.

There are three possibilities and all three are interesting:

— this is what I expect to be true. If this could be proven, the approach would be to hope that it might be possible to construct a state like on *any *compact quantum group. The state has a nice “constraint” property: I can only map 1 or 2 to 3 or 4 and vice versa. A starting idea in the construction might be to take the unital algebra generated by a non-commuting pair . Using Theorem 4.6, there is a *-representation such that for some we have a representation and from this representation we have a nice vector state that is something like . Well it doesn’t have the “constraint” property… one idea which I haven’t thought through is to condition this lovely quantum permutation in a clever enough way… we could condition it to only map to or some … but that seems to only be the start of it.

for — this would obviously be a counterexample to the maximality conjecture.

is a non-Haar idempotent — this is a possibility that I don’t think many have thought of. It wouldn’t disprove the conjecture but would be an interesting example. This might be something non-zero on e.g. but zero on some strictly positive .

### Doing something with abelian quantum permutation groups

I can’t really describe this so instead I quote from the paper:

It could be speculated that the dual of a discrete group could model a particle “entangled” quantum system, where the -th particle, corresponding to the block , has states, labelled . Full information about the state of all particles is in general impossible, but measurement with will see collapse of the th particle to a definite state. Only the deterministic permutations in would correspond to classical states.

### Quantum Automorphism Groups of Graphs

So I want to read Schmidt’s PhD thesis and maybe answer the question of whether or not there is a graph whose quantum automorphism group is the Kac–Paljutkin quantum group. Also see can anything be done in the intersection of random walks and quantum automorphism groups.

### Write locally compact to compact dictionary

I want to able to extract results on locally compact quantum groups to compact quantum groups.

### Use of Stopping Times and Classical Probabilistic Methods for Random Walks on Quantum Permutation Groups

This is a bit mad… bottom of p.35 to p.36.

Maybe take and define a Markov chain on using a quantum permutation. So for example you measure with to get . Then measure and iterate. The time taken to reach or some other or maybe hit all of … this is a random time . Is there any relationship between the expectation of and the distance of the convolution powers of to the Haar state. Lots of things to think about here.

### Alternating Measurement

More mad stuff. See Section 8.5.

### Infinite Discrete Duals with no Finite Order Generators

If has a finite set of finite-order generators it is a quantum permutation group. What about if there are only infinite order generators? I *guess *this isn’t a quantum permutation group (subgroup of some ) but maybe using Goswami and Skalski such a dual can be given the structure of a quantum permutation group on infinite many symbols. At the other end of the scale… are the Sekine quantum groups quantum permutation groups?

### Other random walk questions

From April 2020:

*Look at random walks on quantum homogeneous spaces, possibly using Gelfand Pair theory. Start in finite and move into Kac?*— No interest in this by me at the moment*Following Urban, study convolution factorisations of the Haar state.*— ditto.*Examples of non-central random walks on compact quantum groups*— Freslon and coauthors have cornered the market on interesting examples of random walks on compact quantum groups… I don’t think I will be spending time on this.

Note that Simeng Wang has sorted: *extending the Upper Bound Lemma to the non-Kac case.* There are a handful of other problems here, here, and here that I am no longer interested in.

In this post here, I outlined some things that I might want to prove. Very bottom of that list was:

Extending the Upper Bound Lemma to the non-Kac case. As I speak, this is beyond what I am capable of. This also requires work on the projection and quantum total variation distances (i.e. show they are equal in this larger category).

After that post, Simeng Wang wrote with the, for me, exciting news that he had proven the Upper Bound Lemma in the non-Kac case, and had an upcoming paper with Amaury Freslon and Lucas Teyssier. At first glance the paper is an intersection of the work of Amaury in random walks on compact quantum groups, and Lucas’ work on limit profiles, a refinement in the understanding of how the random transposition random walk converges to uniform. The paper also works with continuous-time random walks but I am going to restrict attention to what it does with random walks on .

## Introduction

For the case of a family of Markov chains exhibiting the cut-off phenomenon, it will do so in a window of width about a cut-off time , in such a way that , and, where is the ‘distance to random’ at time , will be close to one for and close to zero for . The *cutoff profile *of the family of random walks is a continuous function such that as ,

.

I had not previously heard about such a concept, but the paper gives a number of examples in which the analysis had been carried out. Lucas however improved the Diaconis–Shahshahani Upper Bound Lemma and this allowed him to show that the limit profile for the random transpositions random walk is given by:

Without looking back on Lucas’ paper, I am not sure exactly how this works… I will guess it is, where and , and so:

,

and I get , and on CAS. Looking at Lucas’ paper thankfully this is correct.

The article confirms that Lucas’ work is the inspiration, but the study will take place with infinite compact quantum groups. The representation theory carries over so well from the classical to quantum case, and it is representation theory that is used to prove so many random-walk results, that it might have been and was possible to study limit profiles for random walks on quantum groups.

More importantly, technical issues which arise as soon as disappear if the *pure* quantum transposition random walk is considered. This is a purely quantum phenomenon because the random walk driven only by transpositions in the classical case is periodic and does not converge to uniform. I hope to show in an upcoming work how something which might be considered a quantum transposition behaves very differently to a classical/deterministic transposition. My understanding at this point, in a certain sense (see here)) is that a quantum transposition has fixed points in the sense that it is an eigenstate (with eigenvalue ) of the character . I am hoping to find a dual with a quantum transposition that for example does not square to the identity (but this is a whole other story). This would imply in a sense that there is no quantum alternating group.

The paper will show that the quantum version of the ordinary random transposition random walk and of this pure random transposition walk asymptotically coincide. They will detect the cutoff at time , and find an explicit limit profile (which I might not be too interested in).

I will skip the stuff on but as there are some similarities between the representation theory of quantum orthogonal and quantum permutation groups I may have to come back to these bits.

## Quantum Permutations

### Character Theory

At this point I will move away and look at this Banica tome on quantum permutations for some character theory.

Read the rest of this entry »What started about ten months ago as a technical question to an expert, led to a talk, and led to me producing this weird production here.

Now that it is complete, although I really like all its contents (well except for the note to reader and introduction I spilled out very hastily), I can see on reflection it represents rather than a cogent piece of mathematics, almost a log of all the things I have learnt in the process of writing it. It also includes far too much speculation and conjecture. So I am going to post it here and get to work on editing it down to something a little more useful and cogent.

EDIT: Edited down version here.

I have been working for a number of months on a paper/essay based on this talk (**edit: big mad long draft here**). After the talk the seminar host Teo Banica suggested a number of things that the approach could be used to look at, and one of these was orbits and orbitals. These are nice, intuitive ideas introduced by Lupini, Mancinska (missing an accent), and Roberson introduced orbitals.

I went to Teo’s quantum permutations tome, and Chapter 13 (p.297) orbits and orbitals are introduced, and it is remarked that, where we are studying quantum permutation groups , a certain relation on is believed *not *to be transitive. This belief is expressed also in the fantastic nonlocal games and quantum permutations paper, as well as by Teo here.

One of the things that the paper has had me doing is using CAS to write up the magic unitaries for a number of group duals, and I said, hey, why don’t I try and see is there any counterexamples there. My study of the led me to believe there would be no counterexamples there. The next two to check would be and the dual of the quaternion group . I didn’t get called JP**Q** by Professor Des MacHale for nothing… I had to look there. OK, time to explain what the hell I am talking about.

I guess ye will have to wait for the never-ending paper to see exactly how I think about quantum permutation groups… so for the moment I am going to assume that you know what compact matrix quantum groups… * but maybe I can put in some of the new approach, which can be gleaned from the above talk, in bold italics*. A quantum permutation group is a compact matrix quantum group whose fundamental representation is a magic unitary. The relation that was believed not to be transitive is:

,

*that is the indices* *are related when there is a quantum permutation that has a non-zero probability of mapping:*

. (*)

This relation is reflexive and symmetric. *If we work with the universal (or algebraic) level, then will fix all indices giving reflexivity, if a quantum permutation can map as per (*), it’s reverse will map, with equal probability of doing (*):*

,

**so that is symmetric.**

Now, to transitivity. We’re going to work with the algebra of functions on the dual of the quaternions, . Working here is absolutely fraught what with coefficients and and elements of of the same symbol. Therefore we will use the notation. Consider the following vector in :

.

This vector is the first column of a magic unitary for , and the rest of the magic unitary is made by making a circulant matrix from this. Do the same with , another magic unitary , and so we have via:

.

Now for the counterexample: so and so , but so is not related to and so is not transitive.

That is a bit of algebra, and I guess the others are too… but instead we can exhibit states such that and instead. The algebra structure of is:

.

Define to be the vector state associated with . Then:

.

** is a quantum permutation such that:**

.

*Similarly the vector state given by * has

.

Now, classically we might expect that (convolution) might have the property that:

,

but as we have seen the product in question is zero.

**Edit: **The reason this phenomenon happens is that and are projections to random/classical permutations! I have also found a counterexample in the Kac-Paljutkin quantum group for similar reasons.

In the paper under preparation I think I should be able to produce nice, constructive, proofs of the transitivity of and , constructive in the sense that in both cases I think I can exhibit states on that are non-zero on suitable products of , using I think the conditioning of states:

.

There is also something here to say about the maximality of . All must wait for this paper though (no I don’t have a proof of this)!

I am currently (slowly) working on an essay/paper where I expand upon the ideas in this talk. In this post I will try and explain in this framework why there is no quantum cyclic group, no quantum , and ask why there is no quantum alternating group.

### Quantum Permutations Basics

Let be a unital -algebra. We say that a matrix is a *magic unitary *if each entry is a projection , and each row and column of is a partition of unity, that is:

.

It is necessarily the case (but not for *-algebras) that elements along the same row or column are orthogonal:

and .

Shuzou Wang defined *the algebra of continuous functions on *the *quantum permutation group on symbols* to be the universal -algebra generated by an magic unitary . Together with (leaning heavily on the universal property) the *-homomorphism:

,

and the fact that and are invertible (), the quantum permutation group is a compact matrix quantum group.

Any compact matrix quantum group generated by a magic unitary is a *quantum permutation group* in that it is a quantum subgroup of *the *quantum permutation group. There are finite quantum groups (finite dimensional algebra of functions) which are not quantum permutation groups and so Cayley’s Theorem does not hold for quantum groups. I *think *this is because we can have quantum groups which act on algebras such as rather than — the algebra of functions equivalent of the finite set .

This is all basic for quantum group theorists and probably unmotivated for everyone else. There are traditional motivations as to why such objects should be considered algebras of functions on *quantum *groups:

- find a presentation of an algebra of continuous functions on a group, , as a commutative universal -algebra. Study the the same object
*liberated*by dropping commutativity. Call this the quantum or free version of , . - quotient by the commutator ideal, that is we look at the
*commutative*algebra generated by an magic unitary. It is isomorphic to , the algebra of functions on (classical) . - every commutative algebra of continuous functions on a compact matrix quantum group is the algebra of functions on a (classical) compact matrix group, etc.

Here I want to take a very different direction which while motivationally rich might be mathematically poor.

### Weaver Philosophy

Take a quantum permutation group and represent the algebra of functions as bounded operators on a Hilbert space . Consider a norm-one element as a quantum permutation. We study the properties of the quantum permutation by making a series of measurements using self-adjoint elements of .

Suppose we have a finite-spectrum, self-adjoint measurement . It’s spectral decomposition gives a partition of unity . The measurement of with gives the value with probability:

,

and we have the expectation:

.

What happens if the measurement of with yields (which can only happen if )? Then we have some wavefunction collapse of

.

Now we can keep playing the game by taking further measurements. Notationally it is easier to describe what is happening if we work with projections (but straightforward to see what happens with finite-spectrum measurements). At this point let me quote from the essay/paper under preparation:

*Suppose that the “event” has been observed so that the state is now . Note this is only possible if is non-null in the sense that*

*The probability that measurement produces , and , is:*

*Define now the event , said “given the state , is measured to be after is measured to be “. Assuming that is non-null, using the expression above a probability can be ascribed to this event:*

*Inductively, for a finite number of projections , and :*

*In general, and so*

*and this helps interpret that and are not simultaneously observable. However the sequential projection measurement is “observable” in the sense that it resembles random variables with values in . Inductively the sequential projection measurement resembles a -valued random variable, and*

*If and do commute, they share an orthonormal eigenbasis, and it can be interpreted that they can “agree” on what they “see” when they “look” at , and can thus be determined simultaneously. Alternatively, if they commute then the distributions of and are equal in the sense that*

*it doesn’t matter what order they are measured in, the outputs of the measurements can be multiplied together, and this observable can be called .*

Consider the (classical) permutation group or moreover its algebra of functions . The elements of can be represented as bounded operators on , and the algebra is generated by a magic unitary where:

.

Here (‘unrepresented’) that asks of … do you send ? One for yes, zero for no.

Recall that the product of commuting projections is a projection, and so as is commutative, products such as:

,

There are, of, course, such projections, they form a partition of unity themselves, and thus we can build a measurement that will identify a random permutation and leave it equal to some after measurement. This is the essence of classical… all we have to do is enumerate and measure using:

.

A *quantum *permutation meanwhile is impossible to pin down in such a way. As an example, consider the Kac-Paljutkin quantum group of order eight which can be represented as . Take . Then

.

If you think for a moment this cannot happen classically, and the issue is that we cannot know simultaneously if and … and if we cannot know this simultaneously we cannot pin down to a single element of .

### No Quantum Cyclic Group

Suppose that is a quantum permutation (in ). We can measure where the quantum permutation sends, say, one to. We simply form the self-adjoint element:

.

The measurement will produce some … but if is supposed to represent some “quantum cyclic permutation” then we already know the values of from , and so, after measurement,

, .

The significance of the intersection is that whatever representation of we have, we find these subspaces to be -invariant, and can be taken to be one-dimensional.

I believe this explains why there is no quantum cyclic group.

#### Question 1

Can we use a similar argument to show that there is no quantum version of any abelian group? Perhaps using together with the structure theorem for finite abelian groups?

### No Quantum

Let be represented as bounded operators on a Hilbert space . Let . Consider the random variable

.

Assume without loss of generality that then measuring with gives with probability , and the quantum permutation projects to:

.

Now consider (for *any *, using the fact that and the rows and columns of are partitions of unity:

(*)

Now suppose, again without loss of generality, that measurement of with produces , then we have projection to . Now let us find the Birkhoff slice of this. First of all, as has just been observed it looks like:

In light of (*), let us find . First let us normalise correctly to

So

Now use (*):

,

and as maps to doubly stochastic matrices we find that is equal to the permutation matrix .

Not convincing? Fair enough, here is proper proof inspired by the above:

Let us show . Fix a Hilbert space representation and let .

The basic idea of the proof is, as above, to realise that once a quantum permutation is observed sending, say, , the fates of and are entangled: if you see you know that .

This is the conceptional side of the proof.

Consider which is equal to both:

.

This is the manifestation of, if you know , then two and one are entangled. Similarly we can show that and .

Now write

.

Similarly,

Which is equal to , that is and commute.

### Question 2

Is it true that if every quantum permutation in a can be fully described using some combination of -measurements, then the quantum permutation group is classical? I believe this to be true.

### Quantum Alternating Group

Freslon, Teyssier, and Wang state that *there is no quantum alternating group*. Can we use the ideas from above to explain why this is so? Perhaps for .

A possible plan of attack is to use the number of fixed points, , and perhaps show that commutes with . If you know these two simultaneously you nearly know the permutation. Just for completeness let us do this with :

tr(u)\x(1) | 1 | 2 | 3 | 4 |

0 | – | (12)(34) | (13)(24) | (14)(23) |

1 | (234),(243) | (134),(143) | (124),(142) | (123),(132) |

4 | e | – | – | – |

The problem is that we cannot assume that that the spectrum of is , and, euh, the obvious fact that it doesn’t actually work.

What is more promising is

x(1)\x(2) | 1 | 2 | 3 | 4 |

1 | – | e | (234) | (243) |

2 | (12)(34) | – | (123) | (124) |

3 | (132) | (134) | – | (13)(24) |

4 | (142) | (143) | (14)(23) | – |

However while the spectrums of x(1) and x(2) are cool (both in ), they do not commute.

### Question 3

Are there some measurements that can identify an element of and via a positive answer to Question 3 explain *why* there is no quantum ? Can this be generalised to .

*This post follows on from this one. The purpose of posts in this category is for me to learn more about the research being done in quantum groups. This post looks at this paper of Schmidt.*

# Preliminaries

## Compact Matrix Quantum Groups

The author gives the definition and gives the definition of a (left, quantum) group action.

### Definition 1.2

Let be a compact matrix quantum group and let be a . An (left) *action *of on is a unital *-homomorphism that satisfies the analogue of , and the Podlés density condition:

.

## Quantum Automorphism Groups of Finite Graphs

Schmidt in this earlier paper gives a slightly different presentation of . The definition given here I understand:

### Definition 1.3

The *quantum automorphism group* of a finite graph with adjacency matrix is given by the universal -algebra generated by such that the rows and columns of are partitions of unity and:

.

_______________________________________

The difference between this definition and the one given in the subsequent paper is that in the subsequent paper the quantum automorphism group is given as a quotient of by the ideal given by … ah but this is more or less the definition of universal -algebras given by generators and relations :

where presumably all works out OK, and it can be shown that is a suitable ideal, a Hopf ideal. I don’t know how it took me so long to figure that out… Presumably the point of quotienting by (a presumably Hopf) ideal is so that the quotient gives a subgroup, in this case via the surjective *-homomorphism:

.

_______________________________________

## Compact Matrix Quantum Groups acting on Graphs

### Definition 1.6

Let be a finite graph and a compact matrix quantum group. An action of on is an action of on (coaction of on ) such that the associated magic unitary , given by:

,

commutes with the adjacency matrix, .

By the universal property, we have via the surjective *-homomorphism:

, .

## Theorem 1.8 (Banica)

Let , and , be an action, and let be a linear subspace given by a subset . The matrix commutes with the projection onto if and only if

### Corollary 1.9

The action preserves the eigenspaces of :

*Proof: *Spectral decomposition yields that each , or rather the projection onto it, satisfies a polynomial in :

,

as commutes with powers of

# A Criterion for a Graph to have Quantum Symmetry

### Definition 2.1

Let . Permutations are *disjoint *if , and vice versa, for all .

In other words, we don’t have and permuting any vertex.

### Theorem 2.2

Let be a finite graph. If there exists two non-trivial, disjoint automorphisms , such that and , then we get a surjective *-homomorphism . In this case, we have the quantum group , and so has quantum symmetry.

*Warning: This is written by a non-expert (I know only about finite quantum groups and am beginning to learn my compact quantum groups), and there is no attempt at rigour, or even consistency. Actually the post shows a wanton disregard for reason, and attempts to understand the incomprehensible and intuit the non-intuitive. Speculation would be too weak an adjective.*

## Groups

A group is a well-established object in the study of mathematics, and for the purposes of this post we can think of a group as the set of symmetries on some kind of space, given by a set together with some additional structure . The elements of *act *on as bijections:

,

such that , that is the structure of the space is invariant under .

For example, consider the space , where the set is , and the structure is the cardinality. Then the set of all of the bijections is a group called .

A set of symmetries , a group, comes with some structure of its own. The identity map , is a symmetry. By transitivity, symmetries can be composed to form a new symmetry . Finally, as bijections, symmetries have inverses , .

Note that:

.

A group can carry additional structure, for example, compact groups carry a topology in which the composition and inverse are continuous.

## Algebra of Functions

Given a group together with its structure, one can define an algebra of complex valued functions on , such that the multiplication is given by a commutative pointwise multiplication, for :

.

Depending on the class of group (e.g. finite, matrix, compact, locally compact, etc.), there may be various choices and considerations for what algebra of functions to consider, but on the whole it is nice if given an algebra of functions we can reconstruct .

Usually the following *transpose *maps will be considered in the structure of , for some tensor product such that , and , is the group multiplication:

See Section 2.2 to learn more about these maps and the relations between them for the case of the complex valued functions on *finite *groups.

## Quantum Groups

Quantum groups, famously, do not have a single definition in the same way that groups do. All definitions I know about include a coassociative (see Section 2.2) comultiplication for some tensor product (or perhaps only into a multiplier algebra ), but in general that structure alone can only give a quantum *semi*group.

Here is a non-working (quickly broken?), meta-definition, inspired in the usual way by the famous Gelfand Theorem:

A quantum group is given by an algebra of functions satisfying a set of axioms such that:

- whenever is noncommutative, is a
virtualobject,every commutative algebra of functions satisfying is an algebra of functions on aset-of-pointsgroup, andwhenever commutative algebras of functions , asset-of-pointsgroups.

In May 2017, shortly after completing my PhD and giving a talk on it at a conference in Seoul, I wrote a post describing the outlook for my research.

I can go through that post paragraph-by-paragraph and thankfully most of the issues have been ironed out. In May 2018 I visited Adam Skalski at IMPAN and on that visit I developed a new example (4.2) of a random walk (with trivial -dependence) on the Sekine quantum groups with upper and lower bounds sharp enough to prove the non-existence of the cutoff phenomenon. The question of developing a walk on showing cutoff… I now think this is unlikely considering the study of Isabelle Baraquin and my intuitions about the ‘growth’ of (perhaps if cutoff doesn’t arise in somewhat ‘natural’ examples best not try and force the issue?). With the help of Amaury Freslon, I was able to improve to presentation of the walk (Ex 4.1) on the dual quantum group . With the help of others, it was seen that the quantum total variation distance is equal to the projection distance (Prop. 2.1). Thankfully I have recently proved the Ergodic Theorem for Random Walks on Finite Quantum Groups. This did involve a study of subgroups (and quasi-subgroups) of quantum groups but normal subgroups of quantum groups did not play so much of a role as I expected. Amaury Freslon extended the upper bound lemma to compact Kac algebras. Finally I put the PhD on the arXiv and also wrote a paper based on it.

Many of these questions, other questions in the PhD, as well as other questions that arose around the time I visited Seoul (e.g. what about random transpositions in ?) were answered by Amaury Freslon in this paper. Following an email conversation with Amaury, and some communication with Uwe Franz, I was able to write another post outlining the state of play.

This put some of the problems I had been considering into the categories of Solved, to be Improved, More Questions, and Further Work. Most of these have now been addressed. That February 2018 post gave some direction, led me to visit Adam, and I got my first paper published.

After that paper, my interest turned to the problem of the Ergodic Theorem, and in May I visited Uwe in Besancon, where I gave a talk outlining some problems that I wanted to solve. The main focus was on proving this Ergodic Theorem for Finite Quantum Groups, and thankfully that has been achieved.

What I am currently doing is learning my compact quantum groups. This work is progressing (albeit slowly), and the focus is on delivering a series of classes on the topic to the functional analysts in the UCC School of Mathematical Sciences. The best way to learn, of course, is to teach. This of course isn’t new, so here I list some problems I might look at in short to medium term. Some of the following require me to know my compact quantum groups, and even non-Kac quantum groups, so this study is not at all futile in terms of furthering my own study.

I don’t really know where to start. Perhaps I should focus on learning my compact quantum groups for a number of months before tackling these in this order?

- My proof of the Ergodic Theorem leans heavily on the finiteness assumption but a lot of the stuff in that paper (and there are many partial results in that paper also) should be true in the compact case too. How much of the proof/results carry into the compact case? A full Ergodic Theorem for Random Walks on Compact Quantum Groups is probably quite far away at this point, but perhaps partial results under assumptions such as (co?)amenability might be possible. OR try and prove ergodic theorems for specific compact quantum groups.
- Look at random walks on quantum homogeneous spaces, possibly using Gelfand Pair theory. Start in finite and move into Kac?
- Following Urban, study convolution factorisations of the Haar state.
- Examples of non-central random walks on compact groups.
- Extending the Upper Bound Lemma to the non-Kac case. As I speak, this is beyond what I am capable of. This also requires work on the projection and quantum total variation distances (i.e. show they are equal in this larger category)

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