Mathematics

Robust Subspace Approximation in a Stream NeurIPS 2018 Robust Topological Inference: Distance To a Measure and Kernel Distance JMLR 2018 Robust Vertex Enumeration for Convex Hulls in High Dimensions AISTATS 2018 Rotation Averaging and Strong Duality CVPR 2018 RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine OSDI 2018 SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate ICML 2018 Scalable Dense Non-Rigid Structure-From-Motion: A Grassmannian Perspective CVPR 2018 Scalable Hash-Based Estimation of Divergence Measures AISTATS 2018 Scaling Gaussian Process Regression with Derivatives NeurIPS 2018 Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit ICML 2018 Significance-based community detection in weighted networks JMLR 2018 Simultaneous Clustering and Estimation of Heterogeneous Graphical Models JMLR 2018 Singing Voice Phoneme Segmentation by Hierarchically Inferring Syllable and Phoneme Onset Positions Interspeech 2018 Sketching Method for Large Scale Combinatorial Inference NeurIPS 2018 Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR 2018 Smooth and Sparse Optimal Transport AISTATS 2018 Smoothed Analysis of Discrete Tensor Decomposition and Assemblies of Neurons NeurIPS 2018 Smoothed analysis of the low-rank approach for smooth semidefinite programs NeurIPS 2018 Solving Multi-Agent Path Finding on Strongly Biconnected Digraphs (Extended Abstract) IJCAI 2018 Solving Partial Assignment Problems using Random Clique Complexes ICML 2018 Sparse Estimation in Ising Model via Penalized Monte Carlo Methods JMLR 2018 Sparse Exchangeable Graphs and Their Limits via Graphon Processes JMLR 2018 Spectrally Approximating Large Graphs with Smaller Graphs ICML 2018 Speech Database and Protocol Validation Using Waveform Entropy Interspeech 2018 Statistical Analysis and Parameter Selection for Mapper JMLR 2018