Optimization

A Reduction based Method for Coloring Very Large Graphs IJCAI 2017 A Reinforcement Learning Approach to the View Planning Problem CVPR 2017 A Rescoring Approach for Keyword Search Using Lattice Context Information Interspeech 2017 A Richer Theory of Convex Constrained Optimization with Reduced Projections and Improved Rates ICML 2017 ASAGA: Asynchronous Parallel SAGA AISTATS 2017 A Simple Multi-Class Boosting Framework with Theoretical Guarantees and Empirical Proficiency ICML 2017 A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization ICML 2017 A Stochastic Nonconvex Splitting Method for Symmetric Nonnegative Matrix Factorization AISTATS 2017 A Study on Trust Region Update Rules in Newton Methods for Large-scale Linear Classification ACML 2017 A survey of Algorithms and Analysis for Adaptive Online Learning JMLR 2017 Asynchronous Coordinate Descent under More Realistic Assumptions NeurIPS 2017 A Unified Analysis of Stochastic Optimization Methods Using Jump System Theory and Quadratic Constraints COLT 2017 A Unified Computational and Statistical Framework for Nonconvex Low-rank Matrix Estimation AISTATS 2017 A Unified Formulation and Fast Accelerated Proximal Gradient Method for Classification JMLR 2017 A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe AISTATS 2017 A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery ICML 2017 Automated Curriculum Learning for Neural Networks ICML 2017 Automated Inference with Adaptive Batches AISTATS 2017 Auto-WEKA 2.0: Automatic model selection and hyperparameter optimization in WEKA JMLR 2017 Balancing information exposure in social networks NeurIPS 2017 Bandits with Movement Costs and Adaptive Pricing COLT 2017 Batched High-dimensional Bayesian Optimization via Structural Kernel Learning ICML 2017 Bayesian Network Learning via Topological Order JMLR 2017 Bayesian Optimization with Tree-structured Dependencies ICML 2017 Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification CVPR 2017