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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)

Maximum Entropy Density Estimation with Generalized Regularization and an Application to Species Distribution Modeling JMLR 2007
From External to Internal Regret JMLR 2007
An Interior-Point Method for Large-Scale l1-Regularized Logistic Regression JMLR 2007
Fast Iterative Kernel Principal Component Analysis JMLR 2007
A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation JMLR 2007
Refinable Kernels JMLR 2007
The On-Line Shortest Path Problem Under Partial Monitoring JMLR 2007
Nonlinear Estimators and Tail Bounds for Dimension Reduction in l1 Using Cauchy Random Projections JMLR 2007
Adaptive Non-Stationary Kernel Regression for Terrain Modeling RSS 2007
A Discrete Geometric Optimal Control Framework for Systems with Symmetries RSS 2007
An Implicit Time-Stepping Method for Multibody Systems with Intermittent Contact RSS 2007
Automatic Scheduling for Parallel Forward Dynamics Computation of Open Kinematic Chains RSS 2007
A Fast and Practical Algorithm for Generalized Penetration Depth Computation RSS 2007
Mapping Large Loops with a Single Hand-Held Camera RSS 2007
Dynamic Coverage Verification in Mobile Sensor Networks Via Switched Higher Order Laplacians RSS 2007
Discrete Search Leading Continuous Exploration for Kinodynamic Motion Planning RSS 2007
Game Theoretic Algorithms for Protein-DNA binding NIPS 2006
Unified Inference for Variational Bayesian Linear Gaussian State-Space Models NIPS 2006
Graph Laplacian Regularization for Large-Scale Semidefinite Programming NIPS 2006
The Robustness-Performance Tradeoff in Markov Decision Processes NIPS 2006
Online Classification for Complex Problems Using Simultaneous Projections NIPS 2006
Convex Repeated Games and Fenchel Duality NIPS 2006
Online Clustering of Moving Hyperplanes NIPS 2006
Particle Filtering for Nonparametric Bayesian Matrix Factorization NIPS 2006
Large-Scale Sparsified Manifold Regularization NIPS 2006