Mathematics & Optimization

An Information Theoretic Analysis of the Temporal Synchrony Between Head Gestures and Prosodic Patterns in Spontaneous Speech Interspeech 2017 An Investigation of Crowd Speech for Room Occupancy Estimation Interspeech 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 A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors CVPR 2017 A PAC-Bayesian Analysis of Randomized Learning with Application to Stochastic Gradient Descent NeurIPS 2017 A Partitioning Algorithm for Maximum Common Subgraph Problems IJCAI 2017 Approximate Steepest Coordinate Descent ICML 2017 Approximate Supermodularity Bounds for Experimental Design NeurIPS 2017 Approximation Algorithms for ℓ_0-Low Rank Approximation NeurIPS 2017 Approximation Vector Machines for Large-scale Online Learning JMLR 2017 A Quantum-Inspired Ensemble Method and Quantum-Inspired Forest Regressors ACML 2017 A Richer Theory of Convex Constrained Optimization with Reduced Projections and Improved Rates ICML 2017 A Robust Noise Resistant Algorithm for POI Identification from Flickr Data IJCAI 2017 ASAGA: Asynchronous Parallel SAGA AISTATS 2017 A Sample Complexity Measure with Applications to Learning Optimal Auctions NeurIPS 2017 A SAT Approach to Branchwidth IJCAI 2017 A Scalable Approach to Chasing Multiple Moving Targets with Multiple Agents IJCAI 2017 A Scale Free Algorithm for Stochastic Bandits with Bounded Kurtosis NeurIPS 2017 A Screening Rule for l1-Regularized Ising Model Estimation NeurIPS 2017 A Semismooth Newton Method for Fast, Generic Convex Programming ICML 2017 A Sharp Error Analysis for the Fused Lasso, with Application to Approximate Changepoint Screening NeurIPS 2017 A Simulated Annealing Based Inexact Oracle for Wasserstein Loss Minimization ICML 2017