Mathematics

A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation NeurIPS 2019 A Higher-Order Kolmogorov-Smirnov Test AISTATS 2019 A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning NeurIPS 2019 A minimax near-optimal algorithm for adaptive rejection sampling ALT 2019 An adaptive Mirror-Prox method for variational inequalities with singular operators NeurIPS 2019 An Algorithm to Learn Polytree Networks with Hidden Nodes NeurIPS 2019 Analysis and Synthesis of Vocal Flutter and Vocal Jitter Interspeech 2019 Analysis of spectral clustering algorithms for community detection: the general bipartite setting JMLR 2019 An Approach to One-Bit Compressed Sensing Based on Probably Approximately Correct Learning Theory JMLR 2019 An Efficient Solution to the Homography-Based Relative Pose Problem With a Common Reference Direction ICCV 2019 An Equivalence between Wagering and Fair-Division Mechanisms AAAI 2019 A New Approach to Laplacian Solvers and Flow Problems JMLR 2019 A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution NeurIPS 2019 An Ordinal Banzhaf Index for Social Ranking IJCAI 2019 Answer Set Programming for Judgment Aggregation IJCAI 2019 A Parameterized Perspective on Protecting Elections IJCAI 2019 A Path Signature Approach for Speech Emotion Recognition Interspeech 2019 A Persistent Weisfeiler-Lehman Procedure for Graph Classification ICML 2019 A Polynomial Time MCMC Method for Sampling from Continuous Determinantal Point Processes ICML 2019 A Powerful Global Test Statistic for Functional Statistical Inference AAAI 2019 Approval-Based Elections and Distortion of Voting Rules IJCAI 2019 Approximate Inference of Outcomes in Probabilistic Elections AAAI 2019 Approximate Kernel Selection with Strong Approximate Consistency AAAI 2019 Approximate Profile Maximum Likelihood JMLR 2019 Approximating Orthogonal Matrices with Effective Givens Factorization ICML 2019