🎲 Probability Theory - gautam6599123 · Scour

The macroscopic Kaehler metric of Geometric Thermodynamics versus the microscopic one on the Event Manifold: Exact Partition Functions on CV manifolds. Extended Souriau temperatures and spontaneous magnetizations

📡Information Theory Academic

The Preisach Extremum Stack is a Shannon-Minimal Sufficient Statistic for Rate-Independent Functionals

📡Information Theory Academic

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

💬Natural Language Processing Academic

Geometry-Structured Channel Reconstruction for Conventional and Fluid Antenna Systems: Bayesian Inference and Fundamental Limits

📡Information Theory Academic

On Improved Statistical Accuracy of Low-Order Polynomial Chaos Approximations

📊Optimization Academic

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

🔢Numerical Methods Academic

Decision-Theoretic Stopping Rules for Document Screening

🎯Decision Theory Academic

A Unifying Lens on Reward Uncertainty in RLHF

🗣️Large Language Models Academic

Automated Proving of Shannon-Type Entropy Inequalities via Fine-Tuned Language Models and Guided Tree Search

📡Information Theory Academic

PureLight: Learning Complex Luminaires with Light Tracing

∂Automatic Differentiation Academic

Bayes-Sufficient Representations in Supervised Learning

📈Statistical Learning Academic

Large-scale empirical tuning and comparison of default optimizers for variational inference

∂Automatic Differentiation Academic

Quantifying Uncertainty In Wide Two-Layer Neural Networks: On The Law Of The Limiting Fluctuation Process

📊Optimization Academic

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

∂Automatic Differentiation Academic

Agentic Monte Carlo: Simulating Reinforcement Learning for Black-Box Agents

🎮Reinforcement Learning Academic

Generative Frontier Planning for Adaptive Peer-Referral Recruitment under Covariate-Dependent Arrivals

🎮Reinforcement Learning Academic

A Geometric Gaussian Mixture Representation of Plane Curves

∂Automatic Differentiation Academic

Listening to the Workforce: Measuring Construction Worker Safety Attitudes from Social Media Discourse Using LLMs

🗣️Large Language Models Academic

From data to decisions: Bayesian modelling and global sensitivity analysis for flotation control

📈Statistical Learning Academic

Reconciling Causality and Non-Equilibrium Thermodynamics with Hamiltonian Causal Models

🌀Hamiltonian Mechanics Academic

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