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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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2000
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Papers (including subtopics)

Relationship between PreTraining and Maximum Likelihood Estimation in Deep Boltzmann Machines AISTATS 2016 Relative Contributions of Amplitude and Phase to the Intelligibility Advantage of Ideal Binary Masked Sentences Interspeech 2016 Relaxation-Based Preprocessing Techniques for Markov Random Field Inference CVPR 2016 Relevant Path Separation: A Faster Method for Testing Independencies in Bayesian Networks PGM 2016 Relevant sparse codes with variational information bottleneck NeurIPS 2016 Rényi Divergence Variational Inference NeurIPS 2016 Representation and Learning of Temporal Relations COLING 2016 Residual Networks Behave Like Ensembles of Relatively Shallow Networks NeurIPS 2016 Reverberation-Robust One-Bit TDOA Based Moving Source Localization for Automatic Camera Steering Interspeech 2016 Revisiting the Nyström Method for Improved Large-scale Machine Learning JMLR 2016 Reward Augmented Maximum Likelihood for Neural Structured Prediction NeurIPS 2016 REX: A Development Platform and Online Learning Approach for Runtime Emergent Software Systems OSDI 2016 Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds NeurIPS 2016 Rivalry of Two Families of Algorithms for Memory-Restricted Streaming PCA AISTATS 2016 RNN-BLSTM Based Multi-Pitch Estimation Interspeech 2016 Robust Kernel Estimation With Outliers Handling for Image Deblurring CVPR 2016 Robust Monte Carlo Sampling using Riemannian Nosé-Poincaré Hamiltonian Dynamics ICML 2016 Robust Multi-Body Feature Tracker: A Segmentation-Free Approach CVPR 2016 Robustness of classifiers: from adversarial to random noise NeurIPS 2016 Robust Optical Flow Estimation of Double-Layer Images Under Transparency or Reflection CVPR 2016 Robust Principal Component Analysis with Side Information ICML 2016 Robust, Real-Time 3D Tracking of Multiple Objects With Similar Appearances CVPR 2016 Robust Sound Event Detection in Continuous Audio Environments Interspeech 2016 Rounding-based Moves for Semi-Metric Labeling JMLR 2016 Routing Autonomous Vehicles in Congested Transportation Networks: Structural Properties and Coordination Algorithms RSS 2016