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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)

Linear Submodular Bandits and their Application to Diversified Retrieval NIPS 2011
Learning Eigenvectors for Free NIPS 2011
RTRMC: A Riemannian trust-region method for low-rank matrix completion NIPS 2011
Budgeted Optimization with Concurrent Stochastic-Duration Experiments NIPS 2011
Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries NIPS 2011
Efficient Online Learning via Randomized Rounding NIPS 2011
Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Machine Learning NIPS 2011
A Non-Parametric Approach to Dynamic Programming NIPS 2011
Orthogonal Matching Pursuit with Replacement NIPS 2011
An Application of Tree-Structured Expectation Propagation for Channel Decoding NIPS 2011
Divide-and-Conquer Matrix Factorization NIPS 2011
Adaptive Hedge NIPS 2011
Stochastic convex optimization with bandit feedback NIPS 2011
Online Learning: Stochastic, Constrained, and Smoothed Adversaries NIPS 2011
Learning Auto-regressive Models from Sequence and Non-sequence Data NIPS 2011
Projection onto A Nonnegative Max-Heap NIPS 2011
An Exact Algorithm for F-Measure Maximization NIPS 2011
Signal Estimation Under Random Time-Warpings and Nonlinear Signal Alignment NIPS 2011
Multi-armed bandits on implicit metric spaces NIPS 2011
Learning in Hilbert vs. Banach Spaces: A Measure Embedding Viewpoint NIPS 2011
Predicting Dynamic Difficulty NIPS 2011
Optimistic Optimization of a Deterministic Function without the Knowledge of its Smoothness NIPS 2011
Penalty Decomposition Methods for Rank Minimization NIPS 2011
Accelerated Adaptive Markov Chain for Partition Function Computation NIPS 2011
Prismatic Algorithm for Discrete D.C. Programming Problem NIPS 2011