Optimization

A Multi-step Inertial Forward-Backward Splitting Method for Non-convex Optimization NeurIPS 2016 Analytical Assessment of Dual-Stream Merging for Noise-Robust ASR Interspeech 2016 An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives COLT 2016 A Network That Learns Strassen Multiplication JMLR 2016 A New Algorithm and Theory for Penalized Regression-based Clustering JMLR 2016 An Improved Convergence Analysis of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization AISTATS 2016 An Objective Evaluation Methodology for Blind Bandwidth Extension Interspeech 2016 A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing NeurIPS 2016 A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing COLING 2016 Approximate maximum entropy principles via Goemans-Williamson with applications to provable variational methods NeurIPS 2016 Approximate Newton Methods for Policy Search in Markov Decision Processes JMLR 2016 A Practical Scheme and Fast Algorithm to Tune the Lasso With Optimality Guarantees JMLR 2016 A scaled Bregman theorem with applications NeurIPS 2016 A Self-Correcting Variable-Metric Algorithm for Stochastic Optimization ICML 2016 A Simple Practical Accelerated Method for Finite Sums NeurIPS 2016 A Sparse Spherical Harmonic-Based Model in Subbands for Head-Related Transfer Functions Interspeech 2016 Assessing Level-Dependent Segmental Contribution to the Intelligibility of Speech Processed by Single-Channel Noise-Suppression Algorithms Interspeech 2016 Assortment Optimization Under the Mallows model NeurIPS 2016 A Statistical Perspective on Randomized Sketching for Ordinary Least-Squares JMLR 2016 A Strategy for Ranking Optimization Methods using Multiple Criteria AutoML 2016 Asymptotic behavior of \ell_p-based Laplacian regularization in semi-supervised learning COLT 2016 Asynchronous Parallel Greedy Coordinate Descent NeurIPS 2016 Asynchronous Parallel Learning for Neural Networks and Structured Models with Dense Features COLING 2016 Automatic Image Cropping : A Computational Complexity Study CVPR 2016 A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation CVPR 2016