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Optimization

1203 directly classified papers

Papers per year

Papers

Optimal Approximation - Smoothness Tradeoffs for Soft-Max Functions NIPS 2020
Counterfactual Programming for Optimal Control L4DC 2020
A Low Complexity Algorithm with O(√T) Regret and O(1) Constraint Violations for Online Convex Optimization with Long Term Constraints JMLR 2020
Revisiting Stochastic Extragradient AISTATS 2020
Gain with no Pain: Efficiency of Kernel-PCA by Nyström Sampling AISTATS 2020
Causal Bayesian Optimization AISTATS 2020
Why Non-myopic Bayesian Optimization is Promising and How Far Should We Look-ahead? A Study via Rollout AISTATS 2020
A Unified Analysis of Extra-gradient and Optimistic Gradient Methods for Saddle Point Problems: Proximal Point Approach AISTATS 2020
A Fast Anderson-Chebyshev Acceleration for Nonlinear Optimization AISTATS 2020
A General System of Differential Equations to Model First-Order Adaptive Algorithms JMLR 2020
Distributionally Ambiguous Optimization for Batch Bayesian Optimization JMLR 2020
Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data JMLR 2020
Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models COLT 2020
Efficiently Solving MDPs with Stochastic Mirror Descent ICML 2020
A Graduated Filter Method for Large Scale Robust Estimation CVPR 2020
Selecting Portfolios Directly Using Recurrent Reinforcement Learning (Student Abstract) AAAI 2020
Optimal Randomized First-Order Methods for Least-Squares Problems ICML 2020
Efficient Proximal Mapping of the 1-path-norm of Shallow Networks ICML 2020
Min-Max Optimization without Gradients: Convergence and Applications to Black-Box Evasion and Poisoning Attacks ICML 2020
Explicit Gradient Learning for Black-Box Optimization ICML 2020
Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs IJCAI 2020
Efficient Algorithms for Learning Revenue-Maximizing Two-Part Tariffs IJCAI 2020
Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization IJCAI 2020
Self-Guided Evolution Strategies with Historical Estimated Gradients IJCAI 2020
Best Arm Identification in Spectral Bandits IJCAI 2020