Solving non-linear Kolmogorov equations in large dimensions by using deep learning: a numerical comparison of discretization schemes

9 December 2020

Papers citing "Solving non-linear Kolmogorov equations in large dimensions by using deep learning: a numerical comparison of discretization schemes"

10 / 10 papers shown

Title
Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise Lorenzo Chicchi Duccio Fanelli Diego Febbe L. Buffoni F. Patti Lorenzo Giambagli Raffele Marino AAML 33 0 0 20 Sep 2024
Fast Analysis of the OpenAI O1-Preview Model in Solving Random K-SAT Problem: Does the LLM Solve the Problem Itself or Call an External SAT Solver? Raffaele Marino ReLM LRM 26 2 0 17 Sep 2024
Learning in Wilson-Cowan model for metapopulation Raffaele Marino L. Buffoni Lorenzo Chicchi F. Patti Diego Febbe Lorenzo Giambagli Duccio Fanelli 33 1 0 24 Jun 2024
A Short Review on Novel Approaches for Maximum Clique Problem: from Classical algorithms to Graph Neural Networks and Quantum algorithms Raffaele Marino L. Buffoni Bogdan Zavalnij GNN 40 5 0 13 Mar 2024
Engineered Ordinary Differential Equations as Classification Algorithm (EODECA): thorough characterization and testing Raffaele Marino L. Buffoni Lorenzo Chicchi Lorenzo Giambagli Duccio Fanelli 29 1 0 22 Dec 2023
Complex Recurrent Spectral Network Lorenzo Chicchi Lorenzo Giambagli L. Buffoni Raffaele Marino Duccio Fanelli 29 6 0 12 Dec 2023
Stable Attractors for Neural networks classification via Ordinary Differential Equations (SA-nODE) Raffaele Marino Lorenzo Giambagli Lorenzo Chicchi L. Buffoni Duccio Fanelli 19 7 0 17 Nov 2023
Stochastic Gradient Descent-like relaxation is equivalent to Metropolis dynamics in discrete optimization and inference problems Maria Chiara Angelini A. Cavaliere Raffaele Marino F. Ricci-Tersenghi 58 5 0 11 Sep 2023
Phase transitions in the mini-batch size for sparse and dense two-layer neural networks Raffaele Marino F. Ricci-Tersenghi 30 14 0 10 May 2023
Solving high-dimensional parabolic PDEs using the tensor train format Lorenz Richter Leon Sallandt Nikolas Nusken 9 49 0 23 Feb 2021