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Probability
🎲 Probability
probability theory, statistics, stochastic, random variables
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From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments
🤖
ML
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments
Less-relevant results
LLMs are eroding my software engineering career and I don't know what to do
📐
TLA+
Content type:
Blog
human-in-the-loop.bearblog.dev
·
3d
3 days ago
·
Hacker News
Actions for LLMs are eroding my software engineering career and I don't know what to do
Structure-Preserving Discontinuous Galerkin Methods for
Stochastic
Shallow Water Equations
⚡
SIMD Vectorization
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Structure-Preserving Discontinuous Galerkin Methods for Stochastic Shallow Water Equations
Residual-Controlled Multiplier Learning for
Stochastic
Constrained Decision-Making
🤖
ML
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Residual-Controlled Multiplier Learning for Stochastic Constrained Decision-Making
Large-scale empirical tuning and comparison of default optimizers for variational inference
⚙️
Adaptive Execution
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Large-scale empirical tuning and comparison of default optimizers for variational inference
Statistical
and Numerical Convergence in
Stochastic
Equilibrium
🔢
Algebra
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Statistical and Numerical Convergence in Stochastic Equilibrium
Deterministic Envelopes for Tamed SGLD: Decoupling
Stochastic-Gradient
Noise and Localizing Taming
🗜️
Compression Algorithms
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Deterministic Envelopes for Tamed SGLD: Decoupling Stochastic-Gradient Noise and Localizing Taming
Noise-Adaptive
High-Probability
Regret Bounds for Online Convex Optimization
🧮
Constraint Solvers
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Noise-Adaptive High-Probability Regret Bounds for Online Convex Optimization
Quantum Algorithm for Nonlinear and
Stochastic
Homogenization via a Young-Measure based Linear Programming Formulation
⚛️
Quantum Computing
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Quantum Algorithm for Nonlinear and Stochastic Homogenization via a Young-Measure based Linear Programming Formulation
Multilevel
Stochastic
Gradient Descent for Risk-Averse PDE-Constrained Optimization
🧩
Complexity Theory
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Multilevel Stochastic Gradient Descent for Risk-Averse PDE-Constrained Optimization
Simplest Nontrivial Maxwellian
Random
Field Models for
Stochastic
LoS MIMO Using the Dyadic Green's Function
🗜️
Compression Algorithms
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Simplest Nontrivial Maxwellian Random Field Models for Stochastic LoS MIMO Using the Dyadic Green's Function
Weak order one convergence of structure-preserving
stochastic
theta methods for
stochastic
differential algebraic equations with time-dependent singular matrice...
📐
Mathematics
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Weak order one convergence of structure-preserving stochastic theta methods for stochastic differential algebraic equations with time-dependent singular matrice...
Capturing
non-Markovian
dynamics in non-equilibrium
stochastic
systems using flow matching
⚡
SIMD Vectorization
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Capturing non-Markovian dynamics in non-equilibrium stochastic systems using flow matching
A
Theoretical
Analysis of Memory and Overfitting Phenomena in
Stochastic
Interpolation Models
⚡
SIMD Vectorization
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for A Theoretical Analysis of Memory and Overfitting Phenomena in Stochastic Interpolation Models
Near-Optimal Decentralized
Stochastic
Convex Optimization over Networks
🤝
Distributed Consensus
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Near-Optimal Decentralized Stochastic Convex Optimization over Networks
Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters
🤖
ML
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters
Neural Galerkin Normalizing Flows for
Bayesian
Inference of Diffusions with Inaccessible Boundaries
🤖
ML
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Neural Galerkin Normalizing Flows for Bayesian Inference of Diffusions with Inaccessible Boundaries
QnRL: Quantum-Native Reinforcement Learning
⚛️
Quantum Computing
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for QnRL: Quantum-Native Reinforcement Learning
Phase transition in large language models and the criticality of natural languages
📐
Mathematics
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Phase transition in large language models and the criticality of natural languages
Quantifying Uncertainty In Wide Two-Layer Neural Networks: On The Law Of The
Limiting
Fluctuation
Process
📐
Mathematics
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Quantifying Uncertainty In Wide Two-Layer Neural Networks: On The Law Of The Limiting Fluctuation Process
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