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)

A Sharp Lower Bound for Agnostic Learning with Sample Compression Schemes ALT 2019 A Simple Baseline for Bayesian Uncertainty in Deep Learning NeurIPS 2019 A simple parameter-free and adaptive approach to optimization under a minimal local smoothness assumption ALT 2019 A Simple Theoretical Model of Importance for Summarization ACL 2019 A Solvable High-Dimensional Model of GAN NeurIPS 2019 Assessing the Semantic Space Bias Caused by ASR Error Propagation and its Effect on Spoken Document Summarization Interspeech 2019 Assumed Density Filtering Q-learning IJCAI 2019 A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI NeurIPS 2019 A Statistical Approach to Assessing Neural Network Robustness ICLR 2019 A Statistical Investigation of Long Memory in Language and Music ICML 2019 A Stein–Papangelou Goodness-of-Fit Test for Point Processes AISTATS 2019 A Stochastic Composite Gradient Method with Incremental Variance Reduction NeurIPS 2019 A Strongly Asymptotically Optimal Agent in General Environments IJCAI 2019 A Study of Latent Structured Prediction Approaches to Passage Reranking NAACL 2019 A Study of x-Vector Based Speaker Recognition on Short Utterances Interspeech 2019 ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking EMNLP 2019 A Sufficient Condition for Convergences of Adam and RMSProp CVPR 2019 A Swiss Army Infinitesimal Jackknife AISTATS 2019 AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems IJCAI 2019 Asymmetric Valleys: Beyond Sharp and Flat Local Minima NeurIPS 2019 Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance NeurIPS 2019 Asymptotics for Sketching in Least Squares Regression NeurIPS 2019 Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation ICML 2019 Asynchronous Delay-Aware Accelerated Proximal Coordinate Descent for Nonconvex Nonsmooth Problems AAAI 2019 Asynchronous Proximal Stochastic Gradient Algorithm for Composition Optimization Problems AAAI 2019