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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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440
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2000
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Papers (including subtopics)

A Multi-Batch L-BFGS Method for Machine Learning NeurIPS 2016 A Multi-step Inertial Forward-Backward Splitting Method for Non-convex Optimization NeurIPS 2016 An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives COLT 2016 An Efficient Exact-PGA Algorithm for Constant Curvature Manifolds CVPR 2016 An Efficient Streaming Algorithm for the Submodular Cover Problem NeurIPS 2016 An equivalence between high dimensional Bayes optimal inference and M-estimation NeurIPS 2016 A New Model for Acoustic Wave Propagation and Scattering in the Vocal Tract Interspeech 2016 An Improved Convergence Analysis of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization AISTATS 2016 An Information-Theoretic Analysis of Thompson Sampling JMLR 2016 A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing NeurIPS 2016 A Non-generative Framework and Convex Relaxations for Unsupervised Learning NeurIPS 2016 An Online Convex Optimization Approach to Blackwell's Approachability JMLR 2016 An optimal algorithm for the Thresholding Bandit Problem ICML 2016 A Novel Relationship Between Dynamics and Complexity in Multi-agent Collision Avoidance RSS 2016 A Novel Risk-Estimation-Theoretic Framework for Speech Enhancement in Nonstationary and Non-Gaussian Noise Conditions Interspeech 2016 Anytime Exploration for Multi-armed Bandits using Confidence Information ICML 2016 Anytime optimal algorithms in stochastic multi-armed bandits ICML 2016 A posteriori error bounds for joint matrix decomposition problems NeurIPS 2016 Approximate Inference Using DC Programming For Collective Graphical Models AISTATS 2016 Approximate Log-Hilbert-Schmidt Distances Between Covariance Operators for Image Classification CVPR 2016 Approximate maximum entropy principles via Goemans-Williamson with applications to provable variational methods NeurIPS 2016 A Practical Scheme and Fast Algorithm to Tune the Lasso With Optimality Guarantees JMLR 2016 A primal-dual method for conic constrained distributed optimization problems NeurIPS 2016 A ranking approach to global optimization ICML 2016 A scaled Bregman theorem with applications NeurIPS 2016