Mathematics & Optimization

An asymptotic analysis of distributed nonparametric methods JMLR 2019 An Efficient Algorithm for Skeptical Preferred Acceptance in Dynamic Argumentation Frameworks IJCAI 2019 An Efficient Evolutionary Algorithm for Minimum Cost Submodular Cover IJCAI 2019 An Efficient Schmidt-EKF for 3D Visual-Inertial SLAM CVPR 2019 An Efficient Solution to the Homography-Based Relative Pose Problem With a Common Reference Direction ICCV 2019 An Efficient Two Step Algorithm for High Dimensional Change Point Regression Models Without Grid Search JMLR 2019 An Embedding Framework for Consistent Polyhedral Surrogates NeurIPS 2019 An Equivalence between Wagering and Fair-Division Mechanisms AAAI 2019 A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal and Parameter-free COLT 2019 A New Approach to Laplacian Solvers and Flow Problems JMLR 2019 A new dog learns old tricks: RL finds classic optimization algorithms ICLR 2019 A New Perspective on Pool-Based Active Classification and False-Discovery Control NeurIPS 2019 An Imperfect Algorithm for Coalition Structure Generation AAAI 2019 An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search AAAI 2019 An Improved Quasi-Polynomial Algorithm for Approximate Well-Supported Nash Equilibria AAAI 2019 An Inexact Augmented Lagrangian Framework for Nonconvex Optimization with Nonlinear Constraints NeurIPS 2019 An Information-Theoretic Approach to Minimax Regret in Partial Monitoring COLT 2019 An Innovative Genetic Algorithm for the Quantum Circuit Compilation Problem AAAI 2019 A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution NeurIPS 2019 A Non–Convex Optimization Approach to Correlation Clustering AAAI 2019 A Nonconvex Projection Method for Robust PCA AAAI 2019 An Online Learning Approach to Model Predictive Control RSS 2019 An Optimal Algorithm for Stochastic Three-Composite Optimization AISTATS 2019 An Optimal Control Approach to Sequential Machine Teaching AISTATS 2019 An Optimal High-Order Tensor Method for Convex Optimization COLT 2019