Mathematics & Optimization

Finite-sum Composition Optimization via Variance Reduced Gradient Descent AISTATS 2017 First-Order Adaptive Sample Size Methods to Reduce Complexity of Empirical Risk Minimization NeurIPS 2017 First-Order Modular Logic Programs and their Conservative Extensions (Extended Abstract) IJCAI 2017 Fitting Low-Rank Tensors in Constant Time NeurIPS 2017 Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data NeurIPS 2017 Following the Leader and Fast Rates in Online Linear Prediction: Curved Constraint Sets and Other Regularities JMLR 2017 Follow the Compressed Leader: Faster Online Learning of Eigenvectors and Faster MMWU ICML 2017 Fractional Langevin Monte Carlo: Exploring Levy Driven Stochastic Differential Equations for Markov Chain Monte Carlo ICML 2017 Frame-based Data Factorizations ICML 2017 Frequency Domain Predictive Modelling with Aggregated Data AISTATS 2017 From which world is your graph NeurIPS 2017 Front-to-End Bidirectional Heuristic Search with Near-Optimal Node Expansions IJCAI 2017 Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach NeurIPS 2017 Functional Principal Component Analysis of Vocal Tract Area Functions Interspeech 2017 Fundamental Conditions for Low-CP-Rank Tensor Completion JMLR 2017 Fundamental limits of symmetric low-rank matrix estimation COLT 2017 Game Theoretic Analysis of Security and Sustainability IJCAI 2017 Gap Safe Screening Rules for Sparsity Enforcing Penalties JMLR 2017 Gaussian Quadrature for Kernel Features NeurIPS 2017 Generalized Conditional Gradient for Sparse Estimation JMLR 2017 Generalized Linear Model Regression under Distance-to-set Penalties NeurIPS 2017 Generalized Pseudolikelihood Methods for Inverse Covariance Estimation AISTATS 2017 Generalized SURE for optimal shrinkage of singular values in low-rank matrix denoising JMLR 2017 General Models for Rational Cameras and the Case of Two-Slit Projections CVPR 2017 Generating Context-Free Grammars using Classical Planning IJCAI 2017