📊 Optimization - hello · Scour

Stochastic Auto-conditioned Fast Gradient Methods with Optimal Rates 🤖TVM

arxiv.org·5d

Optimization for deep learning: theory and algorithms 📱Edge AI

dev.to

·12h·DEV

Optimization and Regularization — How Models Learn (and Why Training Fails) 🧠Machine Learning

zeromathai.com·3d·DEV

The L1 Loss Gradient, Explained From Scratch 🎯Reinforcement Learning

pub.towardsai.net

·4d

Distributed Online Convex Optimization with Compressed Communication: Optimal Regret and Applications ✏️Sketch Algorithms

arxiv.org·1d

Delve into the Applicability of Advanced Optimizers for Multi-Task Learning 🤖TVM

arxiv.org·1d

Low-rank Optimization Trajectories Modeling for LLM RLVR Acceleration 🤖TVM

arxiv.org·14h

Memory-Guided Trust-Region Bayesian Optimization (MG-TuRBO) for High Dimensions 🧮Vector Databases

arxiv.org·1d

Skip-Connected Policy Optimization for Implicit Advantage 🎯Reinforcement Learning

arxiv.org·1d

Stochastic Gradient Descent in the Saddle-to-Saddle Regime of Deep Linear Networks 🔬Deep Learning

arxiv.org·5d

Parametric Nonconvex Optimization via Convex Surrogates 📊Dynamic Programming

arxiv.org·6d

Contraction-Aligned Analysis of Soft Bellman Residual Minimization with Weighted Lp-Norm for Markov Decision Problem 🎯Reinforcement Learning

arxiv.org·5d

Neural Network Pruning via QUBO Optimization 📱Edge AI

arxiv.org·6d

QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training--Inference Mismatch 📱Edge AI

arxiv.org·4d

When Switching Algorithms Helps: A Theoretical Study of Online Algorithm Selection ⚡X-Fast Tries

arxiv.org·4d

Smoothing the Edges: Smooth Optimization for Sparse Regularization using Hadamard Overparametrization 🕸️GraphBLAS

arxiv.org·5d

Energy-Based Dynamical Models for Neurocomputation, Learning, and Optimization ⚡Incremental Computation

arxiv.org·6d

Distributionally Robust Regret Optimal LQR with Common Stage-Law Ambiguity 🎯Reinforcement Learning

arxiv.org·6d

Order-Optimal Sequential 1-Bit Mean Estimation in General Tail Regimes ✏️Count-Min Sketch

arxiv.org·4d

Learning-Based Multi-Criteria Decision Making Model for Sawmill Location Problems 📊Dynamic Programming

arxiv.org·6d

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