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A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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91182272363 · Jun 202019922001200920172026
48 results for representation categories

In this paper, I introduce weak representations of a Lie groupoid GG. I also show that there is an equivalence of categories between the categories of 2-term representations up to homotopy and weak representations of GG. Furthermore, I show that any VB-groupoid is isomorphic to an action groupoid associated to a weak…

2017-04-17abs ↗pdf ↗

We study an AA_\infty category associated to Legendrian links in R3\mathbb{R}^3 whose objects are nn-dimensional representations of the Chekanov-Eliashberg differential graded algebra of the link. This representation category generalizes the positive augmentation category and we conjecture that it is equivalent to a …

2018-05-09abs ↗pdf ↗

Study projective representations from non-semisimple TQFTs on surfaces.

problem Understanding projective representations of mapping class groups from non-semisimple TQFTs.
method Construct 3D TQFTs using non-semisimple modular categories and analyze projective representations of mapping class groups.
result Projective representations from non-semisimple TQFTs are equivalent to those obtained by Lyubashenko.

Let GG be a simply connected Lie group with Lie algebra g\mathfrak{g}. We show that the following categories are naturally equivalent. The category Mod(C(G))\mathsf{Mod}(C(G)), of sufficiently smooth modules over the DG-algebra of singular chains on GG. The category Rep(Tg)\mathsf{Rep}(Tg) of representations of the DG-Lie algeb…

2019-08-27abs ↗pdf ↗

We use the technique of quantum skew Howe duality to investigate the monoidal category of exterior powers of the standard representation of Uq(gl(11))U_q(\mathfrak{gl}(1|1)). This produces a complete diagrammatic description of the category in terms of trivalent graphs, with the usual MOY relations plus one additional family o…

2014-06-20abs ↗pdf ↗

Motivated by the study of the interrelation between functorial and algebraic quantum field theory, we point out that on any locally trivial bundle of compact groups, representations up to homotopy are enough to separate points by means of the associated representations in cohomol- ogy. Furthermore, we observe that the …

2015-11-06abs ↗pdf ↗

A group-category is an additively semisimple category with a monoidal product structure in which the simple objects are invertible. For example in the category of representations of a group, 1-dimensional representations are the invertible simple objects. This paper gives a detailed exploration of "topological quantum …

1998-11-08abs ↗pdf ↗

Language models allocate information storage, not collapsing into uniform representations.

problem Incomplete neural collapse in language model representations.
method Analyzing variance and information sharing across 14 models, proving an information floor.
result Within-class variance is allocated information storage, not collapsed into uniform representations.

We construct a functor from the category of oriented tangles in R^3 to the category of Hermitian modules and Lagrangian relations over Z[t,t^{-1}]. This functor extends the Burau representations of the braid groups and its generalization to string links due to Le Dimet.

2004-06-14abs ↗pdf ↗

Unified understanding of neural representation similarity measures.

problem Fragmented research landscape of neural network similarity measures.
method Observation and exploration of connections between shape distances and normalized Bures similarity.
result Cosine of the Riemannian shape distance equals normalized Bures similarity.

This paper refines homotopy theory for cubical sets and uniform spaces.

problem Classical homotopy theory limitations in cubical sets and uniform spaces.
method Develops a uniform-theoretic refinement for cubical sets and uniform spaces, lifting to a full and faithful embedding.
result Lifts classical homotopy categories to new uniform homotopy categories, generalizing cohomology theories.

This paper proposes a multi-layer neural network structure for few-shot image recognition of novel categories. The proposed multi-layer neural network architecture encodes transferable knowledge extracted from a large annotated dataset of base categories. This architecture is then applied to novel categories containing…

2019-12-10abs ↗pdf ↗

With a view towards applications in the theory of infinite-dimensional representations of finite-dimensional Lie supergroups, we introduce a new category of supermanifolds. In this category, supermanifolds of `maps' and `fields' (fibre bundle sections) exist. In particular, loop supergroups can be realised globally in …

2011-09-14abs ↗pdf ↗

We construct knot invariants categorifying the quantum knot variants for all representations of quantum groups. We show that these invariants coincide with previous invariants defined by Khovanov for sl_2 and sl_3 and by Mazorchuk-Stroppel and Sussan for sl_n. Our technique is to study 2-representations of 2-quantum gr…

2013-09-15abs ↗pdf ↗

We use modified traces to renormalize Lyubashenko's closed 3-manifold invariants coming from twist non-degenerate finite unimodular ribbon categories. Our construction produces new topological invariants which we upgrade to 2+1-TQFTs under the additional assumption of factorizability. The resulting functors provide mon…

2019-12-04abs ↗pdf ↗

Study mapping class groups and their representations linking to algebraic structures.

problem Understanding projective representations of mapping class groups and their Morita classes.
method Defined projective representations of mapping class groups using modular fusion categories and analyzed their irreducibility.
result Irreducible representations imply unique Morita-class of simple algebras.

Generalizes Riemann-Hilbert correspondence for curved local systems.

problem Higher Riemann-Hilbert correspondence with scalar curvature.
method Equivalence of dg-categories of curved local systems, graded vector bundles, and representations.
result Equivalence of dg-enhancements of twisted sheaves categories.

Using quantum skew-Howe duality, we study the category Rep(gl(mn))\operatorname{Rep}(\mathfrak{gl}(m|n)) of tensor products of exterior powers of the standard representation of Uq(gl(mn))U_q(\mathfrak{gl}(m|n)), and prove that it is equivalent to a category of ladder diagrams modulo one extra family of relations. We then construct a ca…

2015-04-28abs ↗pdf ↗

We use super qq-Howe duality to provide diagrammatic presentations of an idempotented form of the Hecke algebra and of categories of glN\mathfrak{gl}_N-modules (and, more generally, glNM\mathfrak{gl}_{N|M}-modules) whose objects are tensor generated by exterior and symmetric powers of the vector representations. As an ap…

2015-04-20abs ↗pdf ↗

We consider a category whose morphisms are bordisms of nn-dimensional pseudomanifolds equipped with a certain additional structure (coloring). On the other hand, we consider the product GG of (n+1)(n+1) copies of infinite symmetric group. We show that unitary representations of GG produce functors from the category of …

2015-01-16abs ↗pdf ↗

Prototype-based memory network learns visual categories from unlabeled data.

problem Learning from nonstationary, unlabeled data with sequential dependencies.
method Online prototype-based memory network with contrastive loss.
result Significantly better category recognition compared to state-of-the-art methods.

We define the notion of a Kirby element of a ribbon category C (not necessarily semisimple). Kirby elements lead to 3-manifolds invariants. We characterize (in terms of the structure maps of some categorical Hopf algebra) a set of Kirby elements of C which is sufficiently large to recover the known quantum invariants c…

2003-12-17abs ↗pdf ↗

We describe a collection of graded rings which surject onto Webster rings for sl(2) and which should be related to certain categories of singular Soergel bimodules. In the first non-trivial case, we construct a categorical braid group action which categorifies the Burau representation.

2016-05-09abs ↗pdf ↗

We formulate the unitary rational orbifold conformal field theories in the algebraic quantum field theory framework. Under general conditions, we show that the orbifold of a given unitary rational conformal field theories generates a unitary modular category. Many new unitary modular categories are obtained. We also sh…

2000-04-24abs ↗pdf ↗

This paper focuses on a new task, i.e., transplanting a category-and-task-specific neural network to a generic, modular network without strong supervision. We design an functionally interpretable structure for the generic network. Like building LEGO blocks, we teach the generic network a new category by directly transp…

2018-04-26abs ↗pdf ↗

This paper focuses on a new task, i.e., transplanting a category-and-task-specific neural network to a generic, modular network without strong supervision. We design a functionally interpretable structure for the generic network. Like building LEGO blocks, we teach the generic network a new category by directly transpl…

2019-01-21abs ↗pdf ↗

A Hermitian TQFT from non-semisimple quantum sl(2) modules.

problem Constructing a Hermitian TQFT from a non-semisimple category.
method Endowed a non-semisimple category of quantum sl(2) modules with a Hermitian structure and proved the resulting TQFT is Hermitian.
result Projective representations of the mapping class group in indefinite unitary matrices.