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Stochastic Processes
🎲 Stochastic Processes
Markov chains, diffusion, martingales, random walk
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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
·
1d
1 day ago
Actions for Semi-Parametric Inference for Doubly Stochastic Spatial Point Processes: An Approximate Penalized Poisson Likelihood Approach
Rank
Collapse, Fixed Points, and the Renormalization Group Structure of MLP Residual Networks
🤖
AI
Content type:
Academic
arxiv.org
·
22h
22 hours ago
Actions for Rank Collapse, Fixed Points, and the Renormalization Group Structure of MLP Residual Networks
Neural Galerkin Normalizing Flows for Bayesian Inference of
Diffusions
with Inaccessible Boundaries
🎲
Bayesian Inference
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Neural Galerkin Normalizing Flows for Bayesian Inference of Diffusions with Inaccessible Boundaries
Predictable Mean-Field Chaos in
Random
Recurrent Networks
🤖
AI
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Predictable Mean-Field Chaos in Random Recurrent Networks
Parameter estimation in generalized fractional neuronal models
📊
Statistics
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Parameter estimation in generalized fractional neuronal models
Data assimilation for subsurface flow using latent
diffusion
model parameterization: performance of ensemble-Kalman and Monte Carlo techniques
🤖
AI
Content type:
Academic
arxiv.org
·
22h
22 hours ago
Actions for Data assimilation for subsurface flow using latent diffusion model parameterization: performance of ensemble-Kalman and Monte Carlo techniques
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
·
1d
1 day ago
Actions for What Is a Pattern in Statistical Mechanics? Formalizing Structure and Patterns in One-Dimensional Spin Lattice Models with Computational Mechanics
Dynamical cavity method for continuous-time complex systems on sparse
random
graphs
🤖
AI
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Dynamical cavity method for continuous-time complex systems on sparse random graphs
Finite-n Estimate of Dedekind Numbers by Layer-Ratio Monte Carlo
🎲
Probability
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Finite-n Estimate of Dedekind Numbers by Layer-Ratio Monte Carlo
Trace-Class Results for MCMC Algorithms for Student-t Regression Models
🎲
Bayesian Inference
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Trace-Class Results for MCMC Algorithms for Student-t Regression Models
Noise-Adaptive High-Probability Regret Bounds for Online Convex Optimization
📈
Optimization
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Noise-Adaptive High-Probability Regret Bounds for Online Convex Optimization
The Score Hamiltonian: Mapping
Diffusion
Models to Adiabatic Transport
🤖
AI
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for The Score Hamiltonian: Mapping Diffusion Models to Adiabatic Transport
Phase transition in large language models and the criticality of natural languages
🤖
AI
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Phase transition in large language models and the criticality of natural languages
Nonlocal Mean Field Schr\"{o}dinger Bridge with Learned Interactions
🤖
AI
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Nonlocal Mean Field Schr\"{o}dinger Bridge with Learned Interactions
Interdependent Hitting Times
🎲
Probability
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Interdependent Hitting Times
Energy-Modulated Time-Asymmetric Spontaneous Collapse: Forward-Backward Dynamics from
Stochastic
Ito
Reversal and Bright Solitons
⚛️
Physics
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Energy-Modulated Time-Asymmetric Spontaneous Collapse: Forward-Backward Dynamics from Stochastic Ito Reversal and Bright Solitons
From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments
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AI
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments
Joint
stochastic
localization and applications
🤖
AI
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Joint stochastic localization and applications
Layerwise Terminal Discrepancy in Chen's Reverse-Heat Coupling on the Boolean Cube
⚛️
Quantum Computing
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Layerwise Terminal Discrepancy in Chen's Reverse-Heat Coupling on the Boolean Cube
Some Essential Constructive Foundations for Systems and Control
➗
math
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Some Essential Constructive Foundations for Systems and Control
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