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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

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2000
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Papers (including subtopics)

Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures ICML 2020 Randomness Efficient Feature Hashing for Sparse Binary Data ACML 2020 Random Projections and α-Shape to Support the Kernel Design (Student Abstract) AAAI 2020 Random Reshuffling is Not Always Better NeurIPS 2020 Random Reshuffling: Simple Analysis with Vast Improvements NeurIPS 2020 Random Smoothing Might be Unable to Certify ℓ_∞ Robustness for High-Dimensional Images JMLR 2020 Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions ICML 2020 Ranking Semantics for Argumentation Systems With Necessities IJCAI 2020 Rankmax: An Adaptive Projection Alternative to the Softmax Function NeurIPS 2020 Rational neural networks NeurIPS 2020 Ratio Trace Formulation of Wasserstein Discriminant Analysis NeurIPS 2020 RATQ: A Universal Fixed-Length Quantizer for Stochastic Optimization AISTATS 2020 RCD: Repetitive causal discovery of linear non-Gaussian acyclic models with latent confounders AISTATS 2020 Reachable Sets for Safe, Real-Time Manipulator Trajectory Design RSS 2020 Real-Time Multi-Person Pose Tracking using Data Assimilation WACV 2020 Real-Time Optimisation for Online Learning in Auctions ICML 2020 Real Time Speech Enhancement in the Waveform Domain Interspeech 2020 Real-Valued Logics for Typological Universals: Framework and Application COLING 2020 Reanalysis of Variance Reduced Temporal Difference Learning ICLR 2020 Re-architecting Congestion Management in Lossless Ethernet NSDI 2020 Reasoning About Generalization via Conditional Mutual Information COLT 2020 Reasoning about Uncertainties in Discrete-Time Dynamical Systems using Polynomial Forms. NeurIPS 2020 Recalibrating classifiers for interpretable abusive content detection EMNLP 2020 Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting EMNLP 2020 Recht-Re Noncommutative Arithmetic-Geometric Mean Conjecture is False ICML 2020