Stochastic Processes

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Multiple change-point detection for Poisson point processes

聽馃搲Loss Landscapes 聽Content type: Academic
arxiv.org路

Reorgs happen

聽馃搳Statistics 聽Content type: Blog
ben.balter.com路路Hacker News

Improved Tracking Of Brownian Milk Globules

聽馃摗Signal Processing 聽Content type: News 聽Content type: Blog
chillphysicsenjoyer.substack.com路路Substack

pberlizov/adaptive-reliability-layer: Reliability layer for delayed-label ML under distribution shift

聽馃搻Estimation Theory 聽Content type: Code
github.com路路Hacker News

Parameter estimation in generalized fractional neuronal models

聽馃搳Statistics 聽Content type: Academic
arxiv.org路

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

聽馃搳Statistics 聽Content type: Academic
arxiv.org路

A Continuous-Time Markov Chain Framework for Insertion Language Models

聽馃挰LLMs 聽Content type: Academic
arxiv.org路

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

聽馃摗Information Theory 聽Content type: Academic
arxiv.org路

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

聽馃搻Estimation Theory 聽Content type: Academic
arxiv.org路

Filtering and Statistical Properties of Unimodal Maps Perturbed by Heteroscedastic Noises

聽馃搲Loss Landscapes 聽Content type: Academic
arxiv.org路

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

聽馃挰LLMs 聽Content type: Academic
arxiv.org路

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

聽馃搳Statistics 聽Content type: Academic
arxiv.org路

From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments

聽馃幃Reinforcement Learning 聽Content type: Academic
arxiv.org路

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

聽馃搳Statistics 聽Content type: Academic
arxiv.org路

Making Recursive Bayesian Inference Robust

聽馃搳Statistics 聽Content type: Academic
arxiv.org路

Learning the Universe: Posterior Reliability of Neural Generative Models in High-Dimensional Field-Level Inference of Cosmic Initial Conditions

聽馃搳Statistics 聽Content type: Academic
arxiv.org路

Nonlocal Mean Field Schr\"{o}dinger Bridge with Learned Interactions

聽馃搻Optimization Theory 聽Content type: Academic
arxiv.org路

Phase transition in large language models and the criticality of natural languages

聽馃搻Math 聽Content type: Academic
arxiv.org路

Probabilistic learning to perform pre-onset individualised prediction of disease severity: application to Veno Occlusive Disease

聽馃Machine Learning 聽Content type: Academic
arxiv.org路

Monitoring the Ratio of two Normal Variables using EWMA Type Control Charts in Short Production Runs

聽馃搻Estimation Theory 聽Content type: Academic
arxiv.org路

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