Optimization

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AI Academic Brain vs. AI Founder Brain

馃Machine learning

Second-Order Path Kernel Interpolation Formulas in Machine Learning

馃Machine learningContent type: Academic
arxiv.org

Conservation Laws from Data Symmetry in Neural Networks

馃Machine learningContent type: Academic
arxiv.org

Infinity-norm-based Input-to-State-Stable Long Short-Term Memory networks: a thermal systems perspective

馃幃Reinforcement LearningContent type: Academic
arxiv.org

markusheimerl/gpt: A generative pretrained transformer implementation

馃搳Statistical ComputingContent type: Code
github.comHacker News

Flatland: The Adventures of Gradient Descent with Large Step Sizes

馃Machine learningContent type: Academic
arxiv.org

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

馃幃Reinforcement LearningContent type: Academic
arxiv.org

Duality for Optimal Multi-Item, Multi-Bidder Auction Design: Revenue Certificates through Deep Learning

馃幃Reinforcement LearningContent type: Academic
arxiv.org

A Global Convergence Analysis of Consensus ALADIN for Convex Optimization

馃幃Reinforcement LearningContent type: Academic
arxiv.org

Variational Proximal Policy Optimization

馃幃Reinforcement LearningContent type: Academic
arxiv.org

Fourier fractal dimension to predict the generalization of deep neural networks

馃Machine learningContent type: Academic
arxiv.org

An Ensembled Latent Factor Model via Differential Evolution and Gradient Descent Optimization

馃Machine learningContent type: Academic
arxiv.org

Projected Inverse Iteration: An Eigenvalue Approach to Ground-State Computation with Neural Quantum States

馃幃Reinforcement LearningContent type: Academic
arxiv.org

OptMuon: Closed-Loop Orthogonalized Momentum Methods for Stochastic Optimization with Zero-Noise Optimality

馃幃Reinforcement LearningContent type: Academic
arxiv.org

Pseudospectral Bounds for Transient Amplification in Coupled Gradient Descent

馃Machine learningContent type: Academic
arxiv.org

Predictive Coding with Bayesian Priors via Proximal Gradients

馃幉Bayesian statisticsContent type: Academic
arxiv.org

Near-Optimal Decentralized Stochastic Convex Optimization over Networks

馃幃Reinforcement LearningContent type: Academic
arxiv.org

Hybrid Downlink Beamforming with Outage Constraints under Imperfect CSI using Model-Driven Deep Learning

馃Machine learningContent type: Academic
arxiv.org

When Do Fewer Coordinates Suffice in DP-SGD?

馃Machine learningContent type: Academic
arxiv.org

Characterizing Learning Dynamics under Relative Reparameterization of Singular Models

馃Machine learningContent type: Academic
arxiv.org
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