Skip to content
conftrace_

Optimization & Theory

43,292 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (17,731) Learning Theory (6,809) Bayesian Inference (6,267) Theory (5,579) Statistical Learning (4,564) Neural Network Optimization (4,155) Stochastic Processes (2,948) Stochastic Methods (1,283) Loss Functions (1,220) Distributed Learning (1,202) Online Algorithms (1,013) Statistics (822) Generalization (376) Information Theory (370) Sample Complexity (282) Sparse Optimization (241) Game Theory (151) Convex Optimization (132) Optimal Transport (104) Robust Optimization (84) Distributed Optimization (73) Approximation Algorithms (33)

Papers per year

1
52
352
828
3,646
5,854
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Robustness Analysis of Non-Convex Stochastic Gradient Descent using Biased Expectations NeurIPS 2020 Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation AAAI 2020 Robustness Computation of Dynamic Controllability in Probabilistic Temporal Networks with Ordinary Distributions IJCAI 2020 Robustness Guarantees for Deep Neural Networks on Videos CVPR 2020 Robustness of Community Detection to Random Geometric Perturbations NeurIPS 2020 Robustness to Spurious Correlations via Human Annotations ICML 2020 Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis ICML 2020 Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation NeurIPS 2020 Robust Optimisation Monte Carlo AISTATS 2020 Robust Optimization for Fairness with Noisy Protected Groups NeurIPS 2020 Robust Persistence Diagrams using Reproducing Kernels NeurIPS 2020 Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization IJCAI 2020 Robust Recovery via Implicit Bias of Discrepant Learning Rates for Double Over-parameterization NeurIPS 2020 Robust Reinforcement Learning for Continuous Control with Model Misspecification ICLR 2020 Robust Sequence Submodular Maximization NeurIPS 2020 Robust Spatial-Temporal Incident Prediction UAI 2020 Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack AAAI 2020 Robust Sub-Gaussian Principal Component Analysis and Width-Independent Schatten Packing NeurIPS 2020 Robust training with ensemble consensus ICLR 2020 Roles and Utilization of Attention Heads in Transformer-based Neural Language Models ACL 2020 Root-n-Regret for Learning in Markov Decision Processes with Function Approximation and Low Bellman Rank COLT 2020 Rotation Consistent Margin Loss for Efficient Low-Bit Face Recognition CVPR 2020 Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis ACML 2020 SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection NeurIPS 2020 SAdam: A Variant of Adam for Strongly Convex Functions ICLR 2020