Stochastic Processes

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Scoured 48 posts in 5.8 ms

A coupling-based approach to f-divergences diagnostics for Markov chain Monte Carlo

 🎲Probability  Content type: Academic
arxiv.org·

Optimisation over non-stationary distributions creates weirder minds

 🎮Reinforcement Learning
lesswrong.com·

Multiple change-point detection for Poisson point processes

 📊Bayesian Statistics  Content type: Academic
arxiv.org·
Less-relevant results

Who Will Win the 2026 Soccer World Cup?

 🤖Machine Learning

Backward Coherence and Hidden-State Stability in Recurrent Neural Networks: A Quasi-Reverse-Martingale Theory

 🤖AI  Content type: Academic
arxiv.org·

Time Evolution of Heat Conduction in a Generalized Model of Brownian Motion

 ⚛️Physics  Content type: Academic
arxiv.org·

A Continuous-Time Markov Chain Framework for Insertion Language Models

 🤖AI  Content type: Academic
arxiv.org·

Operator learning for solving Fokker-Planck equations with various initial conditions

 🤖AI  Content type: Academic
arxiv.org·

Sample Where You Struggle: Sharpening Base Model Reasoning via Entropy-Guided Power Sampling

 🎲Bayesian Inference  Content type: Academic
arxiv.org·

Empirical Transfer Operators and Finite-Sample Change Detection for Noisy Expanding Interval Maps

 📊Bayesian Statistics  Content type: Academic
arxiv.org·

Nonreversible Gauge Fields in Fokker--Planck Dynamics: Supersymmetric Hamiltonians and Learned Finite Forces

 ⚛️Physics  Content type: Academic
arxiv.org·

Time-Averaged Drift Approximations are Inconsistent for Inference in Drift Diffusion Models

 🤖AI  Content type: Academic
arxiv.org·

Making Recursive Bayesian Inference Robust

 🎲Probability  Content type: Academic
arxiv.org·

Filtering and Statistical Properties of Unimodal Maps Perturbed by Heteroscedastic Noises

 math  Content type: Academic
arxiv.org·

LMT: A Bayesian Framework for Causal Discovery from Textual Alarm Records in Manufacturing Systems

 🎲Probability  Content type: Academic
arxiv.org·

Rank Collapse, Fixed Points, and the Renormalization Group Structure of MLP Residual Networks

 🤖AI  Content type: Academic
arxiv.org·

Semi-Parametric Inference for Doubly Stochastic Spatial Point Processes: An Approximate Penalized Poisson Likelihood Approach

 📊Statistics  Content type: Academic
arxiv.org·

Euler Scheme for Stochastic Functional Differential Equations Driven by Fractional Brownian Motion via Fractional Calculus Techniques

 📊Quantitative Finance  Content type: Academic
arxiv.org·

Predictable Mean-Field Chaos in Random Recurrent Networks

 🤖AI  Content type: Academic
arxiv.org·

Neural Galerkin Normalizing Flows for Bayesian Inference of Diffusions with Inaccessible Boundaries

 🎲Bayesian Inference  Content type: Academic
arxiv.org·

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