conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Optimization

14,983 papers

Papers per year

18
112
342
1289
1646
'05
'10
'15
'20
'25

Papers

Learning Iterative Reasoning through Energy Minimization ICML 2022
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning ICML 2022
For Learning in Symmetric Teams, Local Optima are Global Nash Equilibria ICML 2022
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator ICML 2022
Generalized Data Distribution Iteration ICML 2022
Variational Wasserstein gradient flow ICML 2022
Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums ICML 2022
Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games ICML 2022
Local Linear Convergence of Douglas-Rachford for Linear Programming: a Probabilistic Analysis ICML 2022
Fast Population-Based Reinforcement Learning on a Single Machine ICML 2022
Bregman Neural Networks ICML 2022
IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data ICML 2022
Loss Function Learning for Domain Generalization by Implicit Gradient ICML 2022
On the Convergence of Local Stochastic Compositional Gradient Descent with Momentum ICML 2022
Generalizing Gaussian Smoothing for Random Search ICML 2022
Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems ICML 2022
Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification ICML 2022
PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation ICML 2022
The power of first-order smooth optimization for black-box non-smooth problems ICML 2022
Variational Inference with Locally Enhanced Bounds for Hierarchical Models ICML 2022
Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning ICML 2022
How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity ICML 2022
Large-Scale Graph Neural Architecture Search ICML 2022
Fast Provably Robust Decision Trees and Boosting ICML 2022
Stochastic Reweighted Gradient Descent ICML 2022