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)

Environment-Dependent Attention-Driven Recurrent Convolutional Neural Network for Robust Speech Enhancement Interspeech 2019 Epsilon-Best-Arm Identification in Pay-Per-Reward Multi-Armed Bandits NeurIPS 2019 Epsilon-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning UAI 2019 Equilibrium Characterization for Data Acquisition Games IJCAI 2019 Equi-normalization of Neural Networks ICLR 2019 Equitable Allocations of Indivisible Goods IJCAI 2019 ERP Signal Analysis with Temporal Resolution Using a Time Window Bank Interspeech 2019 Error bounds for sparse classifiers in high-dimensions AISTATS 2019 Error Feedback Fixes SignSGD and other Gradient Compression Schemes ICML 2019 Escaping Saddle Points with Adaptive Gradient Methods ICML 2019 Estimate Sequences for Variance-Reduced Stochastic Composite Optimization ICML 2019 Estimating Convergence of Markov chains with L-Lag Couplings NeurIPS 2019 Estimating Entropy of Distributions in Constant Space NeurIPS 2019 Estimating Information Flow in Deep Neural Networks ICML 2019 Estimating Network Structure from Incomplete Event Data AISTATS 2019 Estimating the Causal Effect from Partially Observed Time Series AAAI 2019 Estimating the Mixing Time of Ergodic Markov Chains COLT 2019 Estimation of smooth densities in Wasserstein distance COLT 2019 Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes AAAI 2019 EvalNorm: Estimating Batch Normalization Statistics for Evaluation ICCV 2019 Evaluating adversarial attacks against multiple fact verification systems EMNLP 2019 Evaluating model calibration in classification AISTATS 2019 Evaluating Question Answering Evaluation EMNLP 2019 Evaluating Research Novelty Detection: Counterfactual Approaches EMNLP 2019 Evaluating Robustness of Neural Networks with Mixed Integer Programming ICLR 2019