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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
133
440
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2000
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Papers (including subtopics)

Thompson Sampling on Symmetric Alpha-Stable Bandits IJCAI 2019 Three-Player Wasserstein GAN via Amortised Duality IJCAI 2019 Tight analyses for non-smooth stochastic gradient descent COLT 2019 Tight Dimension Independent Lower Bound on the Expected Convergence Rate for Diminishing Step Sizes in SGD NeurIPS 2019 Total Least Squares Regression in Input Sparsity Time NeurIPS 2019 Toward Efficient Navigation of Massive-Scale Geo-Textual Streams IJCAI 2019 Towards a Zero-One Law for Column Subset Selection NeurIPS 2019 Towards Gradient Free and Projection Free Stochastic Optimization AISTATS 2019 Towards Optimal Transport with Global Invariances AISTATS 2019 Towards Practical Alternating Least-Squares for CCA NeurIPS 2019 Towards Provably Not-At-Fault Control of Autonomous Robots in Arbitrary Dynamic Environments RSS 2019 Towards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search AAAI 2019 Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration NeurIPS 2019 Trajectory Optimization for Cable-Driven Soft Robot Locomotion RSS 2019 Trajectory Optimization on Manifolds: A Theoretically-Guaranteed Embedded Sequential Convex Programming Approach RSS 2019 Tree-Sliced Variants of Wasserstein Distances NeurIPS 2019 Trivializations for Gradient-Based Optimization on Manifolds NeurIPS 2019 Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels NeurIPS 2019 Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets JMLR 2019 Ultra Fast Medoid Identification via Correlated Sequential Halving NeurIPS 2019 Ultrametric Fitting by Gradient Descent NeurIPS 2019 Unbiased Smoothing using Particle Independent Metropolis-Hastings AISTATS 2019 Unbounded Orchestrations of Transducers for Manufacturing AAAI 2019 Understanding Composition of Word Embeddings via Tensor Decomposition ICLR 2019 Understanding Sparse JL for Feature Hashing NeurIPS 2019