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Optimization

14,207 papers

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Papers

The Mirage of Action-Dependent Baselines in Reinforcement Learning ICML 2018
Online Convolutional Sparse Coding with Sample-Dependent Dictionary ICML 2018
LeapsAndBounds: A Method for Approximately Optimal Algorithm Configuration ICML 2018
Provable Defenses against Adversarial Examples via the Convex Outer Adversarial Polytope ICML 2018
Orthogonality-Promoting Distance Metric Learning: Convex Relaxation and Theoretical Analysis ICML 2018
Continuous and Discrete-time Accelerated Stochastic Mirror Descent for Strongly Convex Functions ICML 2018
An Efficient Semismooth Newton based Algorithm for Convex Clustering ICML 2018
Policy Optimization as Wasserstein Gradient Flows ICML 2018
Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow ICML 2018
Noisy Natural Gradient as Variational Inference ICML 2018
A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery ICML 2018
Dynamic Regret of Strongly Adaptive Methods ICML 2018
Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data ICML 2018
A Robust Approach to Sequential Information Theoretic Planning ICML 2018
Understanding Generalization and Optimization Performance of Deep CNNs ICML 2018
A Simple Stochastic Variance Reduced Algorithm with Fast Convergence Rates ICML 2018
Stochastic Variance-Reduced Cubic Regularized Newton Methods ICML 2018
Deep Learning for Multi-Facility Location Mechanism Design IJCAI 2018
When Rigging a Tournament, Let Greediness Blind You IJCAI 2018
Explaining Multi-Criteria Decision Aiding Models with an Extended Shapley Value IJCAI 2018
Online Pricing for Revenue Maximization with Unknown Time Discounting Valuations IJCAI 2018
Designing the Game to Play: Optimizing Payoff Structure in Security Games IJCAI 2018
Socially Motivated Partial Cooperation in Multi-agent Local Search IJCAI 2018
Nonrigid Points Alignment with Soft-weighted Selection IJCAI 2018
Descriptive Clustering: ILP and CP Formulations with Applications IJCAI 2018