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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)

Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems NeurIPS 2015 Improved Regret Bounds for Undiscounted Continuous Reinforcement Learning ICML 2015 Improved Sum-of-Squares Lower Bounds for Hidden Clique and Hidden Submatrix Problems COLT 2015 Improving Image Restoration With Soft-Rounding ICCV 2015 Improving Object Detection With Deep Convolutional Networks via Bayesian Optimization and Structured Prediction CVPR 2015 Improving the Gaussian Process Sparse Spectrum Approximation by Representing Uncertainty in Frequency Inputs ICML 2015 IMU Preintegration on Manifold for Efficient Visual-Inertial Maximum-a-Posteriori Estimation RSS 2015 Inference for determinantal point processes without spectral knowledge NeurIPS 2015 Inference in a Partially Observed Queuing Model with Applications in Ecology ICML 2015 Inferring Block Structure of Graphical Models in Exponential Families AISTATS 2015 Inferring M-Best Diverse Labelings in a Single One ICCV 2015 Infinite Factorial Dynamical Model NeurIPS 2015 Infinite Feature Selection ICCV 2015 Information Geometry and Minimum Description Length Networks ICML 2015 Information-theoretic lower bounds for convex optimization with erroneous oracles NeurIPS 2015 Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery COLT 2015 Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm NeurIPS 2015 Interpolation on the Manifold of K Component GMMs ICCV 2015 Inverting RANSAC: Global Model Detection via Inlier Rate Estimation CVPR 2015 Is Approval Voting Optimal Given Approval Votes? NeurIPS 2015 Joint Calibration of Ensemble of Exemplar SVMs CVPR 2015 Joint Camera Clustering and Surface Segmentation for Large-Scale Multi-View Stereo ICCV 2015 Joint Inference of Groups, Events and Human Roles in Aerial Videos CVPR 2015 Joint Probabilistic Data Association Revisited ICCV 2015 JUMP-Means: Small-Variance Asymptotics for Markov Jump Processes ICML 2015