conftrace_

Optimization

14,850 papers (55 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Continuous Optimization (4,424) Stochastic Methods (2,991) Combinatorial Optimization (2,615) Online Algorithms (2,404) Optimization (1,521) Game Theory (1,046) Convex Optimization (864) Discrete Optimization (721) Optimal Transport (474) Sparse Optimization (416) Optimal Control (271) Global Optimization (200) Non-Convex Optimization (182) Distributed Learning (164) Approximation Algorithms (162) Multi-Objective Optimization (151) Distributed Optimization (136) Bayesian Optimization (132) Theory (109) Compressed Sensing (102) Algorithms (89) Robust Optimization (86) Submodular Optimization (77) Kernel Methods (75) Evolutionary Algorithm (72) Linear Programming (54) Tensor Decomposition (48) Bilevel Optimization (42) Integer Programming (38) Matrix Completion (33) Algorithm (21) Regularization (11)

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Papers (including subtopics)

Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs AISTATS 2014 Bandit Convex Optimization: Towards Tight Bounds NeurIPS 2014 Bayes-Adaptive Simulation-based Search with Value Function Approximation NeurIPS 2014 Bayesian Multi-Scale Optimistic Optimization AISTATS 2014 Bayesian Optimization with Inequality Constraints ICML 2014 BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits JMLR 2014 Best-Arm Identification in Linear Bandits NeurIPS 2014 Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems NeurIPS 2014 Beyond the Regret Minimization Barrier: Optimal Algorithms for Stochastic Strongly-Convex Optimization JMLR 2014 Bounded Regret for Finite-Armed Structured Bandits NeurIPS 2014 Bregman Alternating Direction Method of Multipliers NeurIPS 2014 Causal Strategic Inference in Networked Microfinance Economies NeurIPS 2014 Clustering from Labels and Time-Varying Graphs NeurIPS 2014 Clustering Partially Observed Graphs via Convex Optimization JMLR 2014 Coding for Random Projections ICML 2014 Coherent Matrix Completion ICML 2014 Combinatorial Partial Monitoring Game with Linear Feedback and Its Applications ICML 2014 Combinatorial Pure Exploration of Multi-Armed Bandits NeurIPS 2014 Communication-Efficient Distributed Dual Coordinate Ascent NeurIPS 2014 Communication-Efficient Distributed Optimization using an Approximate Newton-type Method ICML 2014 Community Detection via Random and Adaptive Sampling COLT 2014 Compact Random Feature Maps ICML 2014 Compressed Counting Meets Compressed Sensing COLT 2014 Compressive Sensing of Signals from a GMM with Sparse Precision Matrices NeurIPS 2014 Computing Nash Equilibria in Generalized Interdependent Security Games NeurIPS 2014