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Optimization

12,959 papers (55 classified directly here)

Subtopics

Continuous Optimization (3,907) Stochastic Methods (2,788) Combinatorial Optimization (2,409) Online Algorithms (2,192) Optimization (1,207) Game Theory (944) Discrete Optimization (705) Convex Optimization (591) Optimal Transport (369) Sparse Optimization (347) Optimal Control (225) Global Optimization (190) Distributed Learning (157) Multi-Objective Optimization (125) Approximation Algorithms (110) Bayesian Optimization (100) Distributed Optimization (99) Theory (98) Non-Convex Optimization (76) Kernel Methods (73) Compressed Sensing (72) Robust Optimization (70) Evolutionary Algorithm (58) Linear Programming (43) Algorithms (10) Algorithm (10) Integer Programming (9) Submodular Optimization (9) Matrix Completion (8) Bilevel Optimization (8) Tensor Decomposition (6) Regularization (5)

Papers per year

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Papers (including subtopics)

Asynchronous stochastic convex optimization: the noise is in the noise and SGD don't care NIPS 2015
Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing NIPS 2015
Regret Lower Bound and Optimal Algorithm in Finite Stochastic Partial Monitoring NIPS 2015
Online Prediction at the Limit of Zero Temperature NIPS 2015
Smooth and Strong: MAP Inference with Linear Convergence NIPS 2015
Recovering Communities in the General Stochastic Block Model Without Knowing the Parameters NIPS 2015
Optimal Rates for Random Fourier Features NIPS 2015
Deep learning with Elastic Averaging SGD NIPS 2015
Smooth Interactive Submodular Set Cover NIPS 2015
Column Selection via Adaptive Sampling NIPS 2015
Matrix Manifold Optimization for Gaussian Mixtures NIPS 2015
Minimum Weight Perfect Matching via Blossom Belief Propagation NIPS 2015
Human Memory Search as Initial-Visit Emitting Random Walk NIPS 2015
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NIPS 2015
Adaptive Stochastic Optimization: From Sets to Paths NIPS 2015
A Universal Primal-Dual Convex Optimization Framework NIPS 2015
Structured Estimation with Atomic Norms: General Bounds and Applications NIPS 2015
Exactness of Approximate MAP Inference in Continuous MRFs NIPS 2015
Explore no more: Improved high-probability regret bounds for non-stochastic bandits NIPS 2015
Variational Consensus Monte Carlo NIPS 2015
Sum-of-Squares Lower Bounds for Sparse PCA NIPS 2015
Fast Bidirectional Probability Estimation in Markov Models NIPS 2015
On Elicitation Complexity NIPS 2015
Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric NIPS 2015
HONOR: Hybrid Optimization for NOn-convex Regularized problems NIPS 2015