Mathematics & Optimization

Automatic Glottal Inverse Filtering with Non-Negative Matrix Factorization Interspeech 2016 A Variational Approach to Path Estimation and Parameter Inference of Hidden Diffusion Processes JMLR 2016 Average-case hardness of RIP certification NeurIPS 2016 Avoiding Imposters and Delinquents: Adversarial Crowdsourcing and Peer Prediction NeurIPS 2016 A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation CVPR 2016 (Bandit) Convex Optimization with Biased Noisy Gradient Oracles AISTATS 2016 Barron and Cover’s Theory in Supervised Learning and its Application to Lasso ICML 2016 Basis Learning as an Algorithmic Primitive COLT 2016 Batch Bayesian Optimization via Local Penalization AISTATS 2016 Bayesian Generalised Ensemble Markov Chain Monte Carlo AISTATS 2016 Bayesian Graphical Models for Multivariate Functional Data JMLR 2016 Bayesian Intermittent Demand Forecasting for Large Inventories NeurIPS 2016 Bayesian Language Model based on Mixture of Segmental Contexts for Spontaneous Utterances with Unexpected Words COLING 2016 Bayesian Optimization for Likelihood-Free Inference of Simulator-Based Statistical Models JMLR 2016 Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian NeurIPS 2016 Best-of-K-bandits COLT 2016 Beyond CCA: Moment Matching for Multi-View Models ICML 2016 Beyond Exchangeability: The Chinese Voting Process NeurIPS 2016 Beyond Parity Constraints: Fourier Analysis of Hash Functions for Inference ICML 2016 Binary embeddings with structured hashed projections ICML 2016 Bi-Objective Online Matching and Submodular Allocations NeurIPS 2016 Bipartite Correlation Clustering: Maximizing Agreements AISTATS 2016 Black-box Optimization with a Politician ICML 2016 Blazing the trails before beating the path: Sample-efficient Monte-Carlo planning NeurIPS 2016 Blind Image Deconvolution by Automatic Gradient Activation CVPR 2016