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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

1
52
352
828
3,646
5,854
2000
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Papers (including subtopics)

Handling Noise in Boolean Matrix Factorization IJCAI 2017 Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression JMLR 2017 Heuristic Online Goal Recognition in Continuous Domains IJCAI 2017 Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery Interspeech 2017 Hierarchical Clustering Beyond the Worst-Case NeurIPS 2017 Hierarchical Constrained Bayesian Optimization for Feature, Acoustic Model and Decoder Parameter Optimization Interspeech 2017 Hierarchical Feature Selection with Recursive Regularization IJCAI 2017 Hierarchical Implicit Models and Likelihood-Free Variational Inference NeurIPS 2017 Hierarchically-partitioned Gaussian Process Approximation AISTATS 2017 Hierarchical Methods of Moments NeurIPS 2017 High Dimensional Bayesian Optimization using Dropout IJCAI 2017 High Dimensional Bayesian Optimization with Elastic Gaussian Process ICML 2017 High-dimensional Non-Gaussian Single Index Models via Thresholded Score Function Estimation ICML 2017 High Dimensional Regression with Binary Coefficients. Estimating Squared Error and a Phase Transtition COLT 2017 High-Dimensional Structured Quantile Regression ICML 2017 High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm ICML 2017 Higher-Order Total Variation Classes on Grids: Minimax Theory and Trend Filtering Methods NeurIPS 2017 High-Quality Tabletop Rearrangement with Overhand Grasps: Hardness Results and Fast Methods RSS 2017 Highway-LSTM and Recurrent Highway Networks for Speech Recognition Interspeech 2017 Homogeneity Measure Impact on Target and Non-Target Trials in Forensic Voice Comparison Interspeech 2017 Homotopy Analysis for Tensor PCA COLT 2017 How regularization affects the critical points in linear networks NeurIPS 2017 How to Escape Saddle Points Efficiently ICML 2017 Humans do not Maximize the Probability of Correct Decision When Recognizing DANTALE Words in Noise Interspeech 2017 Hybrid direct collocation and control in the constraint-consistent subspace for dynamic legged robot locomotion RSS 2017