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Optimization

14,850 papers (55 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Continuous Optimization (4,424) Stochastic Methods (2,991) Combinatorial Optimization (2,615) Online Algorithms (2,404) Optimization (1,521) Game Theory (1,046) Convex Optimization (864) Discrete Optimization (721) Optimal Transport (474) Sparse Optimization (416) Optimal Control (271) Global Optimization (200) Non-Convex Optimization (182) Distributed Learning (164) Approximation Algorithms (162) Multi-Objective Optimization (151) Distributed Optimization (136) Bayesian Optimization (132) Theory (109) Compressed Sensing (102) Algorithms (89) Robust Optimization (86) Submodular Optimization (77) Kernel Methods (75) Evolutionary Algorithm (72) Linear Programming (54) Tensor Decomposition (48) Bilevel Optimization (42) Integer Programming (38) Matrix Completion (33) Algorithm (21) Regularization (11)

Papers per year

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16
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2000
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Papers (including subtopics)

Multi-armed Bandits: Competing with Optimal Sequences NeurIPS 2016 Multi-Channel Linear Prediction Based on Binaural Coherence for Speech Dereverberation Interspeech 2016 Multi-Player Bandits – a Musical Chairs Approach ICML 2016 Multiple Model Fitting as a Set Coverage Problem CVPR 2016 Multiple-Play Bandits in the Position-Based Model NeurIPS 2016 Multiresolution Matrix Compression AISTATS 2016 Multi-scale exploration of convex functions and bandit convex optimization COLT 2016 Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization CVPR 2016 Multistage Campaigning in Social Networks NeurIPS 2016 Nearly Isometric Embedding by Relaxation NeurIPS 2016 Near-Optimal Smoothing of Structured Conditional Probability Matrices NeurIPS 2016 Nested Mini-Batch K-Means NeurIPS 2016 New Perspectives on k-Support and Cluster Norms JMLR 2016 Newton-Stein Method: An Optimization Method for GLMs via Stein's Lemma JMLR 2016 Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling NeurIPS 2016 Noisy Tensor Completion via the Sum-of-Squares Hierarchy COLT 2016 Nonparametric Budgeted Stochastic Gradient Descent AISTATS 2016 Non-stochastic Best Arm Identification and Hyperparameter Optimization AISTATS 2016 No Oops, You Won’t Do It Again: Mechanisms for Self-correction in Crowdsourcing ICML 2016 No-Regret Algorithms for Heavy-Tailed Linear Bandits ICML 2016 No Regret Bound for Extreme Bandits AISTATS 2016 Normalized Spectral Map Synchronization NeurIPS 2016 OLPS: A Toolbox for On-Line Portfolio Selection JMLR 2016 One Scan 1-Bit Compressed Sensing AISTATS 2016 One-vs-Each Approximation to Softmax for Scalable Estimation of Probabilities NeurIPS 2016