Mathematics & Optimization

Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression JMLR 2017 Hardware-Efficient Guided Image Filtering for Multi-Label Problem CVPR 2017 Heterogeneous Sensor Fusion for Accurate State Estimation of Dynamic Legged Robots RSS 2017 Heuristic Online Goal Recognition in Continuous Domains IJCAI 2017 Hierarchical Clustering via Spreading Metrics JMLR 2017 Hierarchical Task Network Planning with Task Insertion and State Constraints IJCAI 2017 High Dimensional Bayesian Optimization using Dropout IJCAI 2017 High Dimensional Regression with Binary Coefficients. Estimating Squared Error and a Phase Transtition COLT 2017 High-Dimensional Structured Quantile Regression ICML 2017 High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm ICML 2017 Higher-Order Total Variation Classes on Grids: Minimax Theory and Trend Filtering Methods NeurIPS 2017 Hit-and-Run for Sampling and Planning in Non-Convex Spaces AISTATS 2017 Homogeneity Measure Impact on Target and Non-Target Trials in Forensic Voice Comparison Interspeech 2017 Homotopy Analysis for Tensor PCA COLT 2017 How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices? ICML 2017 How to Escape Saddle Points Efficiently ICML 2017 HSfM: Hybrid Structure-from-Motion CVPR 2017 Humans do not Maximize the Probability of Correct Decision When Recognizing DANTALE Words in Noise Interspeech 2017 Hybrid direct collocation and control in the constraint-consistent subspace for dynamic legged robot locomotion RSS 2017 Hyperplane Clustering via Dual Principal Component Pursuit ICML 2017 Identification and Model Testing in Linear Structural Equation Models using Auxiliary Variables ICML 2017 Identifying Groups of Strongly Correlated Variables through Smoothed Ordered Weighted L_1-norms AISTATS 2017 Identifying Outlier Arms in Multi-Armed Bandit NeurIPS 2017 Identify the Nash Equilibrium in Static Games with Random Payoffs ICML 2017 I-dual: Solving Constrained SSPs via Heuristic Search in the Dual Space IJCAI 2017