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)

First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach ICML 2022 Fisher Information Guidance for Learned Time-of-Flight Imaging CVPR 2022 Fisher SAM: Information Geometry and Sharpness Aware Minimisation ICML 2022 FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers ICML 2022 Fixed-Budget Best-Arm Identification in Structured Bandits IJCAI 2022 Fixed-Distance Hamiltonian Monte Carlo NeurIPS 2022 Fixing the Bethe approximation: How structural modifications in a graph improve belief propagation UAI 2022 Flexible Generation from Fragmentary Linguistic Input ACL 2022 FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning AISTATS 2022 Flow-based Recurrent Belief State Learning for POMDPs ICML 2022 Flowformer: Linearizing Transformers with Conservation Flows ICML 2022 FLS: A New Local Search Algorithm for K-means with Smaller Search Space IJCAI 2022 Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension ICML 2022 Focal Length and Object Pose Estimation via Render and Compare CVPR 2022 FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles AAAI 2022 Focus on the Common Good: Group Distributional Robustness Follows ICLR 2022 Focus on the Target’s Vocabulary: Masked Label Smoothing for Machine Translation ACL 2022 Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback NeurIPS 2022 Foolish Crowds Support Benign Overfitting JMLR 2022 FORCE: A Framework of Rule-Based Conversational Recommender System AAAI 2022 Forecasting Asset Dependencies to Reduce Portfolio Risk AAAI 2022 Forgiving Debt in Financial Network Games IJCAI 2022 For Learning in Symmetric Teams, Local Optima are Global Nash Equilibria ICML 2022 Formal Synthesis of Safety Controllers for Unknown Stochastic Control Systems using Gaussian Process Learning L4DC 2022 Fortuitous Forgetting in Connectionist Networks ICLR 2022