Optimization

Analyzing Tie-Breaking Strategies for the A* Algorithm IJCAI 2018 An efficient distributed learning algorithm based on effective local functional approximations JMLR 2018 An Efficient Pruning Algorithm for Robust Isotonic Regression NeurIPS 2018 An Efficient Semismooth Newton based Algorithm for Convex Clustering ICML 2018 An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering ACML 2018 An Empirical Study of Branching Heuristics through the Lens of Global Learning Rate IJCAI 2018 An Empirical Study of Methods for SPN Learning and Inference PGM 2018 An Estimate Sequence for Geodesically Convex Optimization COLT 2018 A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH) CVPR 2018 An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression NeurIPS 2018 A Nonconvex Proximal Splitting Algorithm under Moreau-Yosida Regularization AISTATS 2018 A Non-convolutive NMF Model for Speech Dereverberation Interspeech 2018 An Online Learning Approach to Generative Adversarial Networks ICLR 2018 An Optimal Control Approach to Deep Learning and Applications to Discrete-Weight Neural Networks ICML 2018 An Optimization Based Approach for Solving Spoken CALL Shared Task Interspeech 2018 An Order-based Algorithm for Learning Structure of Bayesian Networks PGM 2018 A Novel Normalization Method for Autocorrelation Function for Pitch Detection and for Speech Activity Detection Interspeech 2018 A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR 2018 Approximate message passing for amplitude based optimization ICML 2018 Approximate Nearest Neighbors in Limited Space COLT 2018 Approximation Algorithms for Cascading Prediction Models ICML 2018 Approximation Guarantees for Adaptive Sampling ICML 2018 Approximation Guarantees of Stochastic Greedy Algorithms for Subset Selection IJCAI 2018 A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery ICML 2018 A Progressive Batching L-BFGS Method for Machine Learning ICML 2018