Stochastic Processes

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

 📊Statistics  Content type: Academic
arxiv.org·

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

Predictable Mean-Field Chaos in Random Recurrent Networks

 🤖AI  Content type: Academic
arxiv.org·

Parameter estimation in generalized fractional neuronal models

 📊Statistics  Content type: Academic
arxiv.org·

Data assimilation for subsurface flow using latent diffusion model parameterization: performance of ensemble-Kalman and Monte Carlo techniques

 🤖AI  Content type: Academic
arxiv.org·

What Is a Pattern in Statistical Mechanics? Formalizing Structure and Patterns in One-Dimensional Spin Lattice Models with Computational Mechanics

 📡Information Theory  Content type: Academic
arxiv.org·

Dynamical cavity method for continuous-time complex systems on sparse random graphs

 🤖AI  Content type: Academic
arxiv.org·

Finite-n Estimate of Dedekind Numbers by Layer-Ratio Monte Carlo

 🎲Probability  Content type: Academic
arxiv.org·

Trace-Class Results for MCMC Algorithms for Student-t Regression Models

 🎲Bayesian Inference  Content type: Academic
arxiv.org·

Noise-Adaptive High-Probability Regret Bounds for Online Convex Optimization

 📈Optimization  Content type: Academic
arxiv.org·

The Score Hamiltonian: Mapping Diffusion Models to Adiabatic Transport

 🤖AI  Content type: Academic
arxiv.org·

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

 🤖AI  Content type: Academic
arxiv.org·

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

 🤖AI  Content type: Academic
arxiv.org·

Interdependent Hitting Times

 🎲Probability  Content type: Academic
arxiv.org·

Energy-Modulated Time-Asymmetric Spontaneous Collapse: Forward-Backward Dynamics from Stochastic Ito Reversal and Bright Solitons

 ⚛️Physics  Content type: Academic
arxiv.org·

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

 🤖AI  Content type: Academic
arxiv.org·

Joint stochastic localization and applications

 🤖AI  Content type: Academic
arxiv.org·

Layerwise Terminal Discrepancy in Chen's Reverse-Heat Coupling on the Boolean Cube

 ⚛️Quantum Computing  Content type: Academic
arxiv.org·

Some Essential Constructive Foundations for Systems and Control

 math  Content type: Academic
arxiv.org·
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