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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

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

Firmament: Fast, Centralized Cluster Scheduling at Scale OSDI 2016 Fits Like a Glove: Rapid and Reliable Hand Shape Personalization CVPR 2016 Fixed Point Quantization of Deep Convolutional Networks ICML 2016 Following the Leader and Fast Rates in Linear Prediction: Curved Constraint Sets and Other Regularities NeurIPS 2016 ForecastICU: A Prognostic Decision Support System for Timely Prediction of Intensive Care Unit Admission ICML 2016 Frequency Estimation from Waveforms Using Multi-Layered Neural Networks Interspeech 2016 From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection CVPR 2016 From Noise Modeling to Blind Image Denoising CVPR 2016 Full-Capacity Unitary Recurrent Neural Networks NeurIPS 2016 Functional Gradient Motion Planning in Reproducing Kernel Hilbert Spaces RSS 2016 Gains and Losses are Fundamentally Different in Regret Minimization: The Sparse Case JMLR 2016 GAP Safe Screening Rules for Sparse-Group Lasso NeurIPS 2016 Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations NeurIPS 2016 Gaussian process nonparametric tensor estimator and its minimax optimality ICML 2016 Gaussian quadrature for matrix inverse forms with applications ICML 2016 Gemini: A Computation-Centric Distributed Graph Processing System OSDI 2016 Generalization and Exploration via Randomized Value Functions ICML 2016 Generalization of ERM in Stochastic Convex Optimization: The Dimension Strikes Back NeurIPS 2016 Generalization Properties and Implicit Regularization for Multiple Passes SGM ICML 2016 Generalized Direct Change Estimation in Ising Model Structure ICML 2016 Generalizing Steady State Suppression for Enhanced Intelligibility Under Reverberation Interspeech 2016 Generation and Pruning of Pronunciation Variants to Improve ASR Accuracy Interspeech 2016 Geometry-aware stationary subspace analysis ACML 2016 GLASSES: Relieving The Myopia Of Bayesian Optimisation AISTATS 2016 Global Analysis of Expectation Maximization for Mixtures of Two Gaussians NeurIPS 2016