Tag: markov chains

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Unveiling the Secrets of Markov Chains through Graph Neural Networks

Biological Physics, Physics

Unveiling the Secrets of Markov Chains through Graph Neural Networks

December 22, 2023

Nested Dissection and Kemeny's Constant: A Comparative Study

Mathematics, Numerical Analysis

Nested Dissection and Kemeny’s Constant: A Comparative Study

December 20, 2023

Fast and Accurate Subset Sampling via Rapidly Mixing Markov Chains

Computational Complexity, Computer Science

Fast and Accurate Subset Sampling via Rapidly Mixing Markov Chains

December 19, 2023

Bounds on Generalization Gap for Stochastic Optimization with Heavy-Tailed Noise

Machine Learning, Statistics

Bounds on Generalization Gap for Stochastic Optimization with Heavy-Tailed Noise

December 1, 2023

Random Walk Recurrence and Degree Distribution in Complex Networks

Mathematics, Probability

Random Walk Recurrence and Degree Distribution in Complex Networks

November 30, 2023