Mathematics & Optimization

Where Have You Been? Inferring Career Trajectory from Academic Social Network IJCAI 2018 WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models ICML 2018 Winning a Tournament by Any Means Necessary IJCAI 2018 Wrapped Gaussian Process Regression on Riemannian Manifolds CVPR 2018 Zeroth-order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient Updates NeurIPS 2018 Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications AISTATS 2018 Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization NeurIPS 2018 zkLedger: Privacy-Preserving Auditing for Distributed Ledgers NSDI 2018 Z-Transforms and its Inference on Partially Observable Point Processes IJCAI 2018 A Bayesian Mixed-Effects Model to Learn Trajectories of Changes from Repeated Manifold-Valued Observations JMLR 2017 Accelerated consensus via Min-Sum Splitting NeurIPS 2017 Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization IJCAI 2017 Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds NeurIPS 2017 Accelerated Stochastic Greedy Coordinate Descent by Soft Thresholding Projection onto Simplex NeurIPS 2017 Acceleration and Averaging in Stochastic Descent Dynamics NeurIPS 2017 Accurate Depth and Normal Maps From Occlusion-Aware Focal Stack Symmetry CVPR 2017 Achieving Optimal Misclassification Proportion in Stochastic Block Models JMLR 2017 A Clever Elimination Strategy for Efficient Minimal Solvers CVPR 2017 A Combinatorial Solution to Non-Rigid 3D Shape-To-Image Matching CVPR 2017 Acoustic Analysis of Detailed Three-Dimensional Shape of the Human Nasal Cavity and Paranasal Sinuses Interspeech 2017 Acoustic Correlates of Parental Role and Gender Identity in the Speech of Expecting Parents Interspeech 2017 Active-set Methods for Submodular Minimization Problems JMLR 2017 Adaptive Accelerated Gradient Converging Method under H\"{o}lderian Error Bound Condition NeurIPS 2017 Adaptive ADMM with Spectral Penalty Parameter Selection AISTATS 2017 Adaptive and Move Making Auxiliary Cuts for Binary Pairwise Energies CVPR 2017