Optimization

Oracle Complexity of Second-Order Methods for Finite-Sum Problems ICML 2017 Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use ICML 2017 Outlier-Robust Tensor PCA CVPR 2017 Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space ICML 2017 Parallel Multiscale Autoregressive Density Estimation ICML 2017 Parametric Simplex Method for Sparse Learning NeurIPS 2017 Parametric T-Spline Face Morphable Model for Detailed Fitting in Shape Subspace CVPR 2017 Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery NeurIPS 2017 Personnel Scheduling as Satisfiability Modulo Theories IJCAI 2017 Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation CVPR 2017 PolyNet: A Pursuit of Structural Diversity in Very Deep Networks CVPR 2017 Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication NeurIPS 2017 POPPONENT: Highly accurate, individually and socially efficient opponent preference model in bilateral multi issue negotiations (Extended Abstract) IJCAI 2017 Population Matching Discrepancy and Applications in Deep Learning NeurIPS 2017 Posted Pricing sans Discrimination IJCAI 2017 Post-Processing Techniques for Improving Predictions of Multilabel Learning Approaches IJCNLP 2017 Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search NeurIPS 2017 Practical Gauss-Newton Optimisation for Deep Learning ICML 2017 Preferential Bayesian Optimization ICML 2017 Principal Variety Analysis CoRL 2017 Probabilistic Line Searches for Stochastic Optimization JMLR 2017 Probabilistic Submodular Maximization in Sub-Linear Time ICML 2017 Product Split Trees CVPR 2017 Projection-free Distributed Online Learning in Networks ICML 2017 Proposing a Highly Accurate Hybrid Component-Based Factorised Preference Model in Recommender Systems IJCAI 2017