Optimization

Alternating Estimation for Structured High-Dimensional Multi-Response Models NeurIPS 2017 Alternative Objective Functions for Training MT Evaluation Metrics ACL 2017 Alto: Rapid Prototyping for Parsing and Translation EACL 2017 A Matrix Splitting Method for Composite Function Minimization CVPR 2017 A Maximum Likelihood Approach to Deep Neural Network Based Nonlinear Spectral Mapping for Single-Channel Speech Separation Interspeech 2017 A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds ALT 2017 An Effective Learnt Clause Minimization Approach for CDCL SAT Solvers IJCAI 2017 An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation ICML 2017 An Empirical Bayes Approach to Optimizing Machine Learning Algorithms NeurIPS 2017 An ‘End-to-Evolution’ Hybrid Approach for Snore Sound Classification Interspeech 2017 A New Alternating Direction Method for Linear Programming NeurIPS 2017 A New Theory for Matrix Completion NeurIPS 2017 An Exact Penalty Method for Locally Convergent Maximum Consensus CVPR 2017 An Improved Approximation Algorithm for the Subpath Planning Problem and Its Generalization IJCAI 2017 An inner-loop free solution to inverse problems using deep neural networks NeurIPS 2017 A Nonconvex Approach for Phase Retrieval: Reshaped Wirtinger Flow and Incremental Algorithms JMLR 2017 A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR 2017 A Non-Local Low-Rank Framework for Ultrasound Speckle Reduction CVPR 2017 An Optimal Algorithm for Bandit and Zero-Order Convex Optimization with Two-Point Feedback JMLR 2017 Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal CVPR 2017 Approximate Newton Methods and Their Local Convergence ICML 2017 Approximate Steepest Coordinate Descent ICML 2017 Approximate Supermodularity Bounds for Experimental Design NeurIPS 2017 Approximation and Convergence Properties of Generative Adversarial Learning NeurIPS 2017 A Principled Framework for Evaluating Summarizers: Comparing Models of Summary Quality against Human Judgments ACL 2017