Mathematics

Approximating the Permanent by Sampling from Adaptive Partitions NeurIPS 2019 A Quantitative Analysis of Multi-Winner Rules IJCAI 2019 A Quantum-inspired Classical Algorithm for Separable Non-negative Matrix Factorization IJCAI 2019 A Recursive Algorithm for Projected Model Counting AAAI 2019 A Refined Understanding of Cost-optimal Planning with Polytree Causal Graphs IJCAI 2019 A Representer Theorem for Deep Kernel Learning JMLR 2019 A Robust and Efficient Algorithm for the PnL Problem Using Algebraic Distance to Approximate the Reprojection Distance AAAI 2019 A Robust Spectral Algorithm for Overcomplete Tensor Decomposition COLT 2019 Articulatory Analysis of Transparent Vowel /iː/ in Harmonic and Antiharmonic Hungarian Stems: Is There a Difference? Interspeech 2019 Articulatory Characteristics of Secondary Palatalization in Romanian Fricatives Interspeech 2019 A SAT+CAS Approach to Finding Good Matrices: New Examples and Counterexamples AAAI 2019 A Similarity Measurement Method Based on Graph Kernel for Disconnected Graphs IJCAI 2019 Assessing Acoustic and Articulatory Dimensions of Speech Motor Adaptation with Random Forests Interspeech 2019 A Stein–Papangelou Goodness-of-Fit Test for Point Processes AISTATS 2019 A Study of Educational Data Mining: Evidence from a Thai University AAAI 2019 Asymptotics for Sketching in Least Squares Regression NeurIPS 2019 A tight excess risk bound via a unified PAC-Bayesian–Rademacher–Shtarkov–MDL complexity ALT 2019 A Topological Regularizer for Classifiers via Persistent Homology AISTATS 2019 AUCμ: A Performance Metric for Multi-Class Machine Learning Models ICML 2019 A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening NeurIPS 2019 Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation NeurIPS 2019 Average Case Column Subset Selection for Entrywise ℓ_1-Norm Loss NeurIPS 2019 A Well-Tempered Landscape for Non-convex Robust Subspace Recovery JMLR 2019 Bayesian Joint Estimation of Multiple Graphical Models NeurIPS 2019 Bayesian Joint Spike-and-Slab Graphical Lasso ICML 2019