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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)

EVS Channel Aware Mode Robustness to Frame Erasures Interspeech 2016 Exact Exponent in Optimal Rates for Crowdsourcing ICML 2016 Exact Inference on Conditional Linear Γ-Gaussian Bayesian Networks PGM 2016 Exact Recovery of Hard Thresholding Pursuit NeurIPS 2016 Examples are not enough, learn to criticize! Criticism for Interpretability NeurIPS 2016 Experimental Design on a Budget for Sparse Linear Models and Applications ICML 2016 Exploiting Spectral-Spatial Correlation for Coded Hyperspectral Image Restoration CVPR 2016 Exploiting the Structure: Stochastic Gradient Methods Using Raw Clusters NeurIPS 2016 Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models NeurIPS 2016 Exploration of the (Non-)Asymptotic Bias and Variance of Stochastic Gradient Langevin Dynamics JMLR 2016 Exploring the Hidden Dimension in Graph Processing OSDI 2016 Exponential expressivity in deep neural networks through transient chaos NeurIPS 2016 Exponential Stochastic Cellular Automata for Massively Parallel Inference AISTATS 2016 Expressiveness of Rectifier Networks ICML 2016 Expressive Speech Driven Talking Avatar Synthesis with DBLSTM Using Limited Amount of Emotional Bimodal Data Interspeech 2016 Extended and Unscented Kitchen Sinks ICML 2016 Extending the Use of Adaptor Grammars for Unsupervised Morphological Segmentation of Unseen Languages COLING 2016 Extreme F-measure Maximization using Sparse Probability Estimates ICML 2016 Factor Analysis Based Speaker Verification Using ASR Interspeech 2016 Fairness in Learning: Classic and Contextual Bandits NeurIPS 2016 FaSST: Fast, Scalable and Simple Distributed Transactions with Two-Sided (RDMA) Datagram RPCs OSDI 2016 Fast Active Set Methods for Online Spike Inference from Calcium Imaging NeurIPS 2016 Fast Algorithms for Convolutional Neural Networks CVPR 2016 Fast Algorithms for Robust PCA via Gradient Descent NeurIPS 2016 Fast Algorithms for Segmented Regression ICML 2016