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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)

SobolevFusion: 3D Reconstruction of Scenes Undergoing Free Non-Rigid Motion CVPR 2018 Socially Motivated Partial Cooperation in Multi-agent Local Search IJCAI 2018 Solving Large Sequential Games with the Excessive Gap Technique NeurIPS 2018 Solving lp-norm regularization with tensor kernels AISTATS 2018 Solving M-Modes in Loopy Graphs Using Tree Decompositions PGM 2018 Solving Non-smooth Constrained Programs with Lower Complexity than O(1/ε): A Primal-Dual Homotopy Smoothing Approach NeurIPS 2018 Solving Separable Nonsmooth Problems Using Frank-Wolfe with Uniform Affine Approximations IJCAI 2018 Solving Sudoku with Consistency: A Visual and Interactive Approach IJCAI 2018 SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms CVPR 2018 Sound Abstraction and Decomposition of Probabilistic Programs ICML 2018 Sparse and Constrained Attention for Neural Machine Translation ACL 2018 Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding NeurIPS 2018 Sparse Concordance-assisted Learning for Optimal Treatment Decision JMLR 2018 SparseMAP: Differentiable Sparse Structured Inference ICML 2018 Sparse PCA from Sparse Linear Regression NeurIPS 2018 Sparsified SGD with Memory NeurIPS 2018 Sparsity, variance and curvature in multi-armed bandits ALT 2018 Spatio-temporal Bayesian On-line Changepoint Detection with Model Selection ICML 2018 Spatio-Temporal Check-in Time Prediction with Recurrent Neural Network based Survival Analysis IJCAI 2018 Spectral Normalization for Generative Adversarial Networks ICLR 2018 Spectral Signatures in Backdoor Attacks NeurIPS 2018 Speech Emotion Recognition from Variable-Length Inputs with Triplet Loss Function Interspeech 2018 Speech Enhancement Using Deep Mixture of Experts Based on Hard Expectation Maximization Interspeech 2018 Speech Enhancement Using the Minimum-probability-of-error Criterion Interspeech 2018 Speech Intelligibility Enhancement Based on a Non-causal Wavenet-like Model Interspeech 2018