Mathematics & Optimization

A KL Divergence and DNN-Based Approach to Voice Conversion without Parallel Training Sentences Interspeech 2016 Algorithms and matching lower bounds for approximately-convex optimization NeurIPS 2016 Algorithms for Optimizing the Ratio of Submodular Functions ICML 2016 A Light Touch for Heavily Constrained SGD COLT 2016 A Linearly-Convergent Stochastic L-BFGS Algorithm AISTATS 2016 A Locally Adaptive Normal Distribution NeurIPS 2016 A Multi-Batch L-BFGS Method for Machine Learning NeurIPS 2016 A Multi-step Inertial Forward-Backward Splitting Method for Non-convex Optimization NeurIPS 2016 Analysis of Variational Bayesian Factorizations for Sparse and Low-Rank Estimation ICML 2016 Analyzing the Contribution of Top-Down Lexical and Bottom-Up Acoustic Cues in the Detection of Sentence Prominence Interspeech 2016 Analyzing the Relation Between Overall Quality and the Quality of Individual Phases in a Telephone Conversation Interspeech 2016 An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives COLT 2016 An Efficient Exact-PGA Algorithm for Constant Curvature Manifolds CVPR 2016 An Efficient Streaming Algorithm for the Submodular Cover Problem NeurIPS 2016 An equivalence between high dimensional Bayes optimal inference and M-estimation NeurIPS 2016 A New Model for Acoustic Wave Propagation and Scattering in the Vocal Tract Interspeech 2016 An Improved Convergence Analysis of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization AISTATS 2016 An Improved Gap-Dependency Analysis of the Noisy Power Method COLT 2016 An Information-Theoretic Analysis of Thompson Sampling JMLR 2016 A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing NeurIPS 2016 A Non-generative Framework and Convex Relaxations for Unsupervised Learning NeurIPS 2016 An Online Convex Optimization Approach to Blackwell's Approachability JMLR 2016 An optimal algorithm for the Thresholding Bandit Problem ICML 2016 A Novel Relationship Between Dynamics and Complexity in Multi-agent Collision Avoidance RSS 2016 A Novel Risk-Estimation-Theoretic Framework for Speech Enhancement in Nonstationary and Non-Gaussian Noise Conditions Interspeech 2016