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)

Robustly Learning a Single Neuron via Sharpness ICML 2023 Robust Mean Estimation Without Moments for Symmetric Distributions NeurIPS 2023 Robust Mean Teacher for Continual and Gradual Test-Time Adaptation CVPR 2023 Robust Methods for High-Dimensional Linear Learning JMLR 2023 Robust Model Reasoning and Fitting via Dual Sparsity Pursuit NeurIPS 2023 Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms ICLR 2023 Robust Multiview Point Cloud Registration With Reliable Pose Graph Initialization and History Reweighting CVPR 2023 RobustNeRF: Ignoring Distractors With Robust Losses CVPR 2023 Robustness Guarantees for Adversarially Trained Neural Networks NeurIPS 2023 Robustness to corruption in pre-trained Bayesian neural networks ICLR 2023 Robust Neuro-Symbolic Goal and Plan Recognition AAAI 2023 Robust Object Modeling for Visual Tracking ICCV 2023 Robust Outlier Rejection for 3D Registration With Variational Bayes CVPR 2023 Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program AAAI 2023 Robust Prompt Optimization for Large Language Models Against Distribution Shifts EMNLP 2023 Robust Quickest Change Detection for Unnormalized Models UAI 2023 Robust Safety under Stochastic Uncertainty with Discrete-Time Control Barrier Functions RSS 2023 Robust Satisficing MDPs ICML 2023 Robust Second-Order Nonconvex Optimization and Its Application to Low Rank Matrix Sensing NeurIPS 2023 Robust Sequence Networked Submodular Maximization AAAI 2023 Robust statistical comparison of random variables with locally varying scale of measurement UAI 2023 Robust Temporal Smoothness in Multi-Task Learning AAAI 2023 Robust Training for AC-OPF (Student Abstract) AAAI 2023 ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs ICLR 2023 Rogue Scores ACL 2023