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More frequent verbs are associated with more diverse valency frames: Efficient principles at the lexicon-grammar interface ACL 2024 Multiple-output composite quantile regression through an optimal transport lens COLT 2024 New Proposal of Greenberg’s Universal 14 from Typometrics COLING 2024 Non-geodesically-convex optimization in the Wasserstein space NeurIPS 2024 Non-parametric classification via expand-and-sparsify representation NeurIPS 2024 Nonparametric Detection of Gerrymandering in Multiparty Plurality Elections IJCAI 2024 Nonparametric Inference under B-bits Quantization JMLR 2024 Nonparametric Regression for 3D Point Cloud Learning JMLR 2024 Non-splitting Neyman-Pearson Classifiers JMLR 2024 OctoSketch: Enabling Real-Time, Continuous Network Monitoring over Multiple Cores NSDI 2024 On Differentially Private U Statistics NeurIPS 2024 Online multiple testing with e-values AISTATS 2024 On Parameter Estimation in Deviated Gaussian Mixture of Experts AISTATS 2024 On Ranking-based Tests of Independence AISTATS 2024 On Regularized Radon-Nikodym Differentiation JMLR 2024 On Tail Decay Rate Estimation of Loss Function Distributions JMLR 2024 On the connection between Noise-Contrastive Estimation and Contrastive Divergence AISTATS 2024 On the estimation of persistence intensity functions and linear representations of persistence diagrams AISTATS 2024 On the Parameter Identifiability of Partially Observed Linear Causal Models NeurIPS 2024 On The Statistical Complexity of Offline Decision-Making ICML 2024 Open Problem: Tight Characterization of Instance-Optimal Identity Testing COLT 2024 Optimal Algorithms for Augmented Testing of Discrete Distributions NeurIPS 2024 Optimal score estimation via empirical Bayes smoothing COLT 2024 Pater Incertus? There Is a Solution: Automatic Discrimination between Cognates and Borrowings for Romance Languages COLING 2024 Perturb-and-Project: Differentially Private Similarities and Marginals ICML 2024