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)

Bandit Convex Optimization in Non-stationary Environments AISTATS 2020 Bandit Linear Control NeurIPS 2020 Bandit optimisation of functions in the Matérn kernel RKHS AISTATS 2020 Bandits with Adversarial Scaling ICML 2020 Batch Stationary Distribution Estimation ICML 2020 Batchy: Batch-scheduling Data Flow Graphs with Service-level Objectives NSDI 2020 Bayesian experimental design using regularized determinantal point processes AISTATS 2020 Bayesian Optimisation for Premise Selection in Automated Theorem Proving (Student Abstract) AAAI 2020 Bayesian Optimisation over Multiple Continuous and Categorical Inputs ICML 2020 Bayesian Optimization for Categorical and Category-Specific Continuous Inputs AAAI 2020 Bayesian Optimization of Risk Measures NeurIPS 2020 Bayesian Optimization using Pseudo-Points IJCAI 2020 Bayesian Probabilistic Numerical Integration with Tree-Based Models NeurIPS 2020 Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy AAAI 2020 Belief Propagation Neural Networks NeurIPS 2020 Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting ICML 2020 Best Arm Identification in Spectral Bandits IJCAI 2020 Better Algorithms for Estimating Non-Parametric Models in Crowd-Sourcing and Rank Aggregation COLT 2020 Better Full-Matrix Regret via Parameter-Free Online Learning NeurIPS 2020 Beyond Lazy Training for Over-parameterized Tensor Decomposition NeurIPS 2020 Beyond Trees: Analysis and Convergence of Belief Propagation in Graphs with Multiple Cycles AAAI 2020 Biased Opinion Dynamics: When the Devil is in the Details IJCAI 2020 Bidirectional Heuristic Search: Expanding Nodes by a Lower Bound IJCAI 2020 Bipartite Encoding: A New Binary Encoding for Solving Non-Binary CSPs IJCAI 2020 Bisect and Conquer: Hierarchical Clustering via Max-Uncut Bisection AISTATS 2020