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)

UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits IJCAI 2018 Unary Integer Linear Programming with Structural Restrictions IJCAI 2018 Unbiased Objective Estimation in Predictive Optimization ICML 2018 Underdamped Langevin MCMC: A non-asymptotic analysis COLT 2018 Universal Growth in Production Economies NeurIPS 2018 Unleashing Linear Optimizers for Group-Fair Learning and Optimization COLT 2018 Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation ACML 2018 Variable-Delay Controllability IJCAI 2018 Variance-Reduced Stochastic Gradient Descent on Streaming Data NeurIPS 2018 Very Large-Scale Global SfM by Distributed Motion Averaging CVPR 2018 Wasserstein Distributionally Robust Kalman Filtering NeurIPS 2018 Wavelet regression and additive models for irregularly spaced data NeurIPS 2018 Weakly Consistent Optimal Pricing Algorithms in Repeated Posted-Price Auctions with Strategic Buyer ICML 2018 Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy? ICML 2018 Weighted SGD for ℓ_p Regression with Randomized Preconditioning JMLR 2018 When Does Diversity of Agent Preferences Improve Outcomes in Selfish Routing? IJCAI 2018 WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models ICML 2018 Winning a Tournament by Any Means Necessary IJCAI 2018 Zeroth-order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient Updates NeurIPS 2018 Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications AISTATS 2018 Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization NeurIPS 2018 Accelerated consensus via Min-Sum Splitting NeurIPS 2017 Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization IJCAI 2017 Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds NeurIPS 2017 Accelerated Stochastic Greedy Coordinate Descent by Soft Thresholding Projection onto Simplex NeurIPS 2017