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)

Dynamic Assortment Optimization with Changing Contextual Information JMLR 2020 Dynamic content based ranking AISTATS 2020 Dynamic Control of Probabilistic Simple Temporal Networks AAAI 2020 Dynamic Data Selection and Weighting for Iterative Back-Translation EMNLP 2020 Dynamic Data Selection for Curriculum Learning via Ability Estimation EMNLP 2020 Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives CVPR 2020 Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising ICML 2020 Dynamic Model Pruning with Feedback ICLR 2020 Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation ACL 2020 Dynamic Programming for Predict+Optimise AAAI 2020 Dynamic Regret of Convex and Smooth Functions NeurIPS 2020 Dynamic Sampling Strategies for Multi-Task Reading Comprehension ACL 2020 Dynamics of Deep Neural Networks and Neural Tangent Hierarchy ICML 2020 Dynamic Submodular Maximization NeurIPS 2020 Dynamic Time Lag Regression: Predicting What & When ICLR 2020 DYNOTEARS: Structure Learning from Time-Series Data AISTATS 2020 Early Stage LM Integration Using Local and Global Log-Linear Combination Interspeech 2020 EcoNAS: Finding Proxies for Economical Neural Architecture Search CVPR 2020 Editable Neural Networks ICLR 2020 Effectively Unbiased FID and Inception Score and Where to Find Them CVPR 2020 Effect of Activation Functions on the Training of Overparametrized Neural Nets ICLR 2020 Efficient active learning of sparse halfspaces with arbitrary bounded noise NeurIPS 2020 Efficient Adjustment Sets for Population Average Causal Treatment Effect Estimation in Graphical Models JMLR 2020 Efficient Adversarial Training With Transferable Adversarial Examples CVPR 2020 Efficient Algorithms for Learning Revenue-Maximizing Two-Part Tariffs IJCAI 2020