Probability

Entropic Gromov-Wasserstein between Gaussian Distributions ICML 2022 Exact simulation of diffusion first exit times: algorithm acceleration JMLR 2022 Expected Frequency Matrices of Elections: Computation, Geometry, and Preference Learning NeurIPS 2022 Exploiting locality in high-dimensional Factorial hidden Markov models JMLR 2022 Fixed Support Tree-Sliced Wasserstein Barycenter AISTATS 2022 Flexible Accuracy for Differential Privacy AISTATS 2022 Free Probability for predicting the performance of feed-forward fully connected neural networks NeurIPS 2022 Gardner formula for Ising perceptron models at small densities COLT 2022 Hidden 1-Counter Markov Models and How to Learn Them IJCAI 2022 High-Dimensional Projection Pursuit: Outer Bounds and Applications to Interpolation in Neural Networks COLT 2022 Hitting times for continuous-time imprecise-Markov chains UAI 2022 How Many Representatives Do We Need? The Optimal Size of a Congress Voting on Binary Issues AAAI 2022 Identity Testing of Reversible Markov Chains AISTATS 2022 (In)Alienable Possession in Mandarin Relative Clauses AACL 2022 Inference and Sampling for Archimax Copulas NeurIPS 2022 Invariant Ancestry Search ICML 2022 Inverse Problems for Gradual Semantics IJCAI 2022 Is There a Strongest Die in a Set of Dice with the Same Mean Pips? AAAI 2022 Learning and Covering Sums of Independent Random Variables with Unbounded Support NeurIPS 2022 Learning Rates as a Function of Batch Size: A Random Matrix Theory Approach to Neural Network Training JMLR 2022 Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy NeurIPS 2022 Mappings for Marginal Probabilities with Applications to Models in Statistical Physics JMLR 2022 Mean Estimation in High-Dimensional Binary Markov Gaussian Mixture Models NeurIPS 2022 Mean-field nonparametric estimation of interacting particle systems COLT 2022 Multidimensional acoustic variation in vowels across English dialects NAACL 2022