activity
20192026
most citedRenormalization Group Flow as Optimal Transport

30 citations · 83 across the 11 of their papers we have counts for

collaborators

12 papers

math.AT2026

Noncommutative Cartier Formulae

Semon Rezchikov

We prove, for every algebra , a formula describing the interaction of the action of the cap product on topological Hochschild homology of with the cyclotomic…

cs.CC2024

Computational Dynamical Systems

Jordan Cotler, Semon Rezchikov

We study the computational complexity theory of smooth, finite-dimensional dynamical systems. Building off of previous work, we give definitions for what it means for a smooth dyna…

math.SG2024

Cyclotomic Structures in Symplectic Topology

Semon Rezchikov

We extend the Cohen-Jones-Segal construction of stable homotopy types associated to flow categories of Morse-Smale functions to the setting where is equivariant under a fin…

cs.LG2024★ 2 cited

How Flawed Is ECE? An Analysis via Logit Smoothing

Muthu Chidambaram, Holden Lee, Colin McSwiggen +1

Informally, a model is calibrated if its predictions are correct with a probability that matches the confidence of the prediction. By far the most common method in the literature f…

hep-th2023★ 4 cited

Renormalizing Diffusion Models

Jordan Cotler, Semon Rezchikov

We explain how to use diffusion models to learn inverse renormalization group flows of statistical and quantum field theories. Diffusion models are a class of machine learning mode…

cs.CV2023★ 23 cited

Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision

Ayush Tewari, Tianwei Yin, George Cazenavette +5

Denoising diffusion models are a powerful type of generative models used to capture complex distributions of real-world signals. However, their applicability is limited to scenario…

math.SG2022★ 4 cited

Holomorphic Floer Theory and the Fueter Equation

Aleksander Doan, Semon Rezchikov

We outline a proposal for a -category associated to a hyperkähler manifold , which categorifies the subcategory of the Fukaya category of generated by c…

math.SG2022★ 1 cited

Integral Arnol'd Conjecture

Semon Rezchikov

We explain how to adapt the methods of Abouzaid-McLean-Smith to the setting of Hamiltonian Floer theory. We develop a language around equivariant ``-manifolds'',…

hep-th2022★ 30 cited

Renormalization Group Flow as Optimal Transport

Jordan Cotler, Semon Rezchikov

We establish that Polchinski's equation for exact renormalization group flow is equivalent to the optimal transport gradient flow of a field-theoretic relative entropy. This provid…

math.SG2021

Rational Quantum Cohomology of Steenrod Uniruled Manifolds

Semon Rezchikov

We show that if a semipositive symplectic manifold is Steenrod uniruled, in the sense that the quantum Steenrod power of the point class does not agree with its classical…

cs.CV2021★ 19 cited

Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering

Vincent Sitzmann, Semon Rezchikov, William T. Freeman +2

Inferring representations of 3D scenes from 2D observations is a fundamental problem of computer graphics, computer vision, and artificial intelligence. Emerging 3D-structured neur…

math.SG2019

Floer homology via Twisted Loop Spaces

Semon Rezchikov

Answering a question of Witten, we introduce a novel method for defining an integral version of Lagrangian Floer homology, removing the standard restriction that the Lagrangians in…