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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)

An Analysis of Convex Relaxations for MAP Estimation of Discrete MRFs JMLR 2009
Data-driven Calibration of Penalties for Least-Squares Regression JMLR 2009
Low-Rank Kernel Learning with Bregman Matrix Divergences JMLR 2009
Particle Swarm Model Selection JMLR 2009
Online Learning with Sample Path Constraints JMLR 2009
Learning Linear Ranking Functions for Beam Search with Application to Planning JMLR 2009
Learning Permutations with Exponential Weights JMLR 2009
SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent JMLR 2009
Settable Systems: An Extension of Pearl's Causal Model with Optimization, Equilibrium, and Learning JMLR 2009
CarpeDiem: Optimizing the Viterbi Algorithm and Applications to Supervised Sequential Learning JMLR 2009
Fast Approximate kNN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection JMLR 2009
Evolutionary Model Type Selection for Global Surrogate Modeling JMLR 2009
Deterministic Error Analysis of Support Vector Regression and Related Regularized Kernel Methods JMLR 2009
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization JMLR 2009
Prediction With Expert Advice For The Brier Game JMLR 2009
LQR-trees: Feedback motion planning on sparse randomized trees RSS 2009
On the complexity of the set of three-finger caging grasps of convex polygons RSS 2009
Inner sphere trees for proximity and penetration queries RSS 2009
Generalized-ICP RSS 2009
Adaptive relative bundle adjustment RSS 2009
Positioning unmanned aerial vehicles as communication relays for surveillance tasks RSS 2009
Large scale graph-based SLAM using aerial images as prior information RSS 2009
Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes NIPS 2008
On the Efficient Minimization of Classification Calibrated Surrogates NIPS 2008
MDPs with Non-Deterministic Policies NIPS 2008