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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.

169,051 papers · 148 categories

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48 results for Finite Representations

The paper calculates Alexander polynomials for knots using finite group representations.

problem Calculating Alexander polynomials for knots using specific group representations.
method Defined twisted Alexander polynomials associated with regular representations of finite groups.
result Several formulas for the twisted Alexander polynomial are provided.

We study how finite Bayesian neural networks adapt their hidden representations.

problem Understanding how finite Bayesian neural networks differ from infinite ones.
method We analyze the asymptotics of learned feature kernels for various network architectures.
result The leading finite-width corrections to feature kernels have a universal form.

The paper shows how to learn causal representations with few environments and finite samples.

problem Learning causal representations from limited data and environments.
method Explicit, finite-sample guarantees with a logarithmic number of interventions.
result Consistent recovery of latent causal graph, mixing matrix, and unknown intervention targets.

We define a new class of racks, called finitely stable racks, which, to some extent, share various flavors with Abelian groups. Characterization of finitely stable Alexander quandles is established. Further, we study twisted rack dynamical systems, construct their cross-products, and introduce representation theory of …

2016-11-14abs ↗pdf ↗

Develops theory of Anosov representations for Fuchsian groups, showing stability and analytical properties.

problem Understanding geometrically finite Fuchsian groups and their representations.
method Theory of Anosov representations, type-preserving deformations, limit maps, relative Anosov and dominated representations.
result Cusped Hitchin representations are Borel Anosov, stable under deformations, and limit maps vary analytically.

Let G be a finite group. The unit sphere in a finite-dimensional orthogonal G-representation motivates the definition of homotopy representations, due to tom Dieck. We introduce an algebraic analogue, and establish its basic properties including the Borel-Smith conditions and realization by finite G-CW-complexes.

2014-02-13abs ↗pdf ↗

New insights into Anosov representations of hyperbolic groups.

problem Understanding Anosov representations of relatively hyperbolic groups.
method Proving representations can be interpreted as restricted Anosov representations over flow spaces and showing stability under deformations.
result Representations of certain types are divergent, extended geometrically finite and stable under small deformations.

Paper introduces a technique to simplify RNN policies for better understanding and analysis.

problem Difficulty in explaining and analyzing RNN policies due to continuous-valued memory vectors and observation features.
method Quantized Bottleneck Insertion technique to learn finite representations of RNN vectors and features.
result Finite representations of RNN policies can be as small as 3 discrete memory states and 10 observations, improving interpretability.

The paper explores mapping class group quotients by Dehn twists and their representations.

problem Finite quotients and representations of mapping class groups by powers of Dehn twists.
method Construction of finite quotients using representations with Zariski dense images into semisimple Lie groups, and Long and Moody's method.
result The Fibonacci TQFT representation is a specialization of the Jones representation in genus 2.

Researchers prove finiteness of integral representations on specific polytopes.

problem Proving finiteness of integral representations on 2-perfect truncation polytopes.
method Analyzing the geometric component of the deformation space of properly convex real projective structures on Coxeter orbifolds.
result Contains only finitely many integral representations.

Classifies finite orbits of mapping class group action on character varieties.

problem Classifying finite orbits of mapping class group action on character varieties of punctured spheres.
method Inductive proof using Lisovyy--Tykhyy's classification for 4-punctured spheres as base case.
result Proves no finite orbits for 7-punctured spheres and unique 1-parameter family for 6-punctured spheres.

Defines new representations for hyperbolic groups, unifying existing definitions.

problem Geometrically finite behavior in higher rank groups.
method Introduces a new family of discrete representations for relatively hyperbolic groups.
result Stability of these representations under certain deformations.

New findings on mapping class groups and their subgroups in homological representations.

problem Understanding subgroups within mapping class groups through homological representations.
method Analyzing the Johnson filtration and finite covers of mapping class groups.
result No faithful homological representations of mapping class groups exist.

For any knot, the following are equivalent. (1) The infinite cyclic cover has uncountably many finite covers; (2) there exists a finite-image representation of the knot group for which the twisted Alexander polynomial vanishes; (3) the knot group admits a finite-image representation such that the image of the fundament…

2007-08-28abs ↗pdf ↗

Finite orbit of representations implies finite image for surface groups.

problem Understanding representations of surface groups with finite orbit under mapping class group action.
method Analyzing finite orbit properties of representations under mapping class group action.
result Representations with universally finite mapping class group orbit have finite image.

Study actions of mapping class groups on surface representations, proving finite image for certain representations.

problem Finite image of representations of mapping class groups on surfaces.
method Hodge-theoretic and arithmetic techniques, including non-abelian Hodge theory and isomonodromic deformations.
result Proves finite image for representations with specific properties.

We construct analogues of FI-modules where the role of the symmetric group is played by the general linear groups and the symplectic groups over finite rings and prove basic structural properties such as Noetherianity. Applications include a proof of the Lannes--Schwartz Artinian conjecture in the generic representatio…

2014-08-16abs ↗pdf ↗

Proves EGF representations in specific geometric contexts.

problem Understanding representations of groups with hyperbolic properties.
method Analyzes projectively convex cocompact manifolds and convex projective manifolds with generalized cusps.
result Holonomy representations of specific geometric manifolds are EGF representations.

Proves critical exponent for ΘΘ-positive representations in discrete subgroups.

problem Determining the critical exponent for ΘΘ-positive representations.
method Analyzes discrete subgroups ΓPSL(2,R)Γ\subset \mathsf{PSL}(2,\mathbb{R}) and their geometric properties.
result Equality of critical exponent holds if and only if ΓΓ is a lattice for geometrically finite ΓΓ.

3-manifold groups can only have convex co-compact representations if they are geometric or hyperbolic.

problem Understanding which 3-manifold groups can have convex co-compact representations.
method Analyzing representations of 3-manifold groups into projective general linear group, focusing on convex co-compactness.
result Fundamental groups of closed irreducible orientable 3-manifolds can only admit convex co-compact representations if they are geometric or hyperbolic.

Researchers calculate the volume of Seifert representations for graph manifolds and their covers.

problem Computing the volume of Seifert representations for graph manifolds and their finite covers.
method Established an effective formula for computing the volume of Seifert representations of graph manifolds and obtained restrictions analogous to the Milnor–Wood inequality.
result The Seifert volume of any graph manifold is a rational multiple of π², and the supremum ratio of the Seifert volume over the covering degree can be positive or infinite.

The paper extends carrier graphs to free groups in hyperbolic 3-space.

problem Defining carrier graphs for free groups in hyperbolic 3-space.
method Generalized carrier graphs definition and proof of existence and finiteness for discrete, faithful, and geometrically finite representations.
result Existence and finiteness of minimal carrier graphs for specified representations.

Infinite neural networks lack key flexibility, finite ones learn better.

problem Theoretical limitations of infinite neural networks and their inferior performance.
method Analytic results and empirical evidence on finite deep linear networks and SOTA architectures.
result Finite deep linear networks perform better and learn representations, unlike infinite networks.

Factorizes discrete representations of finitely generated groups into PSL(2, R).

problem Understanding discrete representations of finitely generated groups into PSL(2, R).
method Factorization theorem for Fuchsian groups, Makanin-Razborov diagrams, and new class of groups called PSL(2, R)-discrete limit groups.
result Obtained useful information about PSL(2, R)-discrete limit groups.

The paper establishes a correspondence between orbit braid groups and a finite generated group.

problem Generalizing Artin's ideas to establish a correspondence between orbit braid groups and a finite generated group.
method Finding a faithful representation of the orbit braid group in a finite generated group and investigating characterizations of the orbit braid representation.
result A one-to-one correspondence between the orbit braid group and a quotient of a group formed by homeomorphisms of a punctured plane.

For a closed manifold equipped with a Riemannian metric, a triangulation, a representation of its fundamental group on an Hilbert module of finite type (over of finite von Neumann algebra), and a Hermitian structure on the flat bundle associated to the representation, one defines a numerical invariant, the relative tor…

1997-11-25abs ↗pdf ↗

Unified framework for series representations and finite approximations of CRMs.

problem Challenges in exact simulation and scalable inference with infinite-activity CRMs.
method Unified framework based on size-biased sampling of Poisson point process.
result Novel series representations for generalized gamma and stable beta processes.

The fundamental groups of compact 3-manifolds are known to be residually finite. Feng Luo conjectured that a stronger statement is true, by only allowing finite groups of the form PGL(2,R),PGL(2,R), where RR is some finite commutative ring with identity. We give an equivalent formulation of Luo's conjecture via faithful repr…

2017-03-20abs ↗pdf ↗

We investigate how one can twist L^2-invariants such as L^2-Betti numbers and L^2-torsion with finite-dimensional representations. As a special case we assign to the universal covering of a finite connected CW-complex X together with an element phi in H^1(X;R) a phi-twisted L^2-torsion function from R^{>0} to R, provid…

2015-09-30abs ↗pdf ↗

Consider a finite, regular cover YXY\to X of finite graphs, with associated deck group GG. We relate the topology of the cover to the structure of H1(Y;C)H_1(Y;\mathbb{C}) as a GG-representation. A central object in this study is the {\em primitive homology} group $H_1^{\mathrm{prim}}(Y;\mathbb{C})\subseteq H_1(Y;\mathbb{…

2016-10-27abs ↗pdf ↗

Let GG be a compact connected semisimple Lie group, let KK be a closed subgroup of GG, let ΓΓ be a finite subgroup of GG, and let ττ be a finite-dimensional representation of KK. For ππ in the unitary dual G^\widehat G of GG, denote by nΓ(π)n_Γ(π) its multiplicity in L2(Γ\G)L^2(Γ\backslash G). We prove a strong multip…

2018-04-23abs ↗pdf ↗

Derives integral formula for ReLU networks with limited weights.

problem Finding optimal neural network weights with limited L1L_1-norm.
method Derives integral representation formula for shallow ReLU networks under L1L_1-norm constraint.
result Explicitly solves the least L1L_1-norm neural network representation for a given function.

We show, finitely generated rational VICQ\mathsf{VIC}_{\mathbb Q}-modules and SIQ\mathsf{SI}_{\mathbb Q}-modules are uniformly representation stable and all their submodules are finitely generated. We use this to prove two conjectures of Church and Farb, which state that the quotients of the lower central series of the To…

2016-08-23abs ↗pdf ↗