| Paper title |
Author(s) |
Link to the Paper (when accepted) |
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Estimation and inference for the Wasserstein distance between mixing measures in topic models
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Xin Bing, Florentina Bunea, Jonathan Niles-Weed
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Estimation of a score-explained non-randomized treatment effect in fixed and high dimensions
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Debarghya Mukherjee, Moulinath Banerjee, Ya'acov Ritov
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PDF |
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Asymptotics of Numerical Integration for Two-Level Mixed Models
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Blair Bilodeau, Alex Stringer, Yanbo Tang
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PDF |
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Nonparametric logistic regression with deep learning
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Atsutomo Yara, Yoshikazu Terada
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PDF |
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Principles of Statistical Inference in Online Problems
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Man Fung Leung, Kin Wai Chan
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PDF |
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Ole Eiler Barndorff-Nielsen
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Mark Podolskij
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PDF |
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Seriation of Tœplitz and latent position matrices: optimal rates and computational trade-offs
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Clément Berenfeld, Alexandra Carpentier, Nicolas Verzelen
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PDF |
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Learning latent tree models with small query complexity
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Luc Devroye, Gabor Lugosi, Piotr Zwiernik
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PDF |
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New energy distances for statistical inference on infinite dimensional Hilbert spaces without moment conditions
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Holger Dette, Jiajun Tang
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PDF |
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SID: a novel class of nonparametric tests of independence for censored outcomes
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Jicai Liu
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PDF |
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On the Martingale Schr\"odinger Bridge between Two Distributions
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Johannes Wiesel
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PDF |
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Identifiability of overcomplete independent component analysis
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Kexin Wang, Anna Seigal
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PDF |
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Merging Rate of Opinions via Optimal Transport on Random Measures
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Marta Catalano, Hugo Lavenant
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PDF |
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Dimension-free uniform concentration bound for logistic regression
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Shogo Nakakita
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PDF |
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Optimal Designs for Regression on Lie Groups
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Somnath Chakraborty, Holger Dette, Martin Kroll
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PDF |
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Strong convergence for tensor GUE random matrices
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Benoit Collins, Wangjun Yuan
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PDF |
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Optimal importance sampling for overdamped Langevin dynamics
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Martin Chak, Tony Lelièvre, Gabriel Stoltz, Urbain Vaes
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PDF |
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Detecting a late changepoint in the preferential attachment model
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Gianmarco Bet, Kay Bogerd, Rui M. Castro, Remco van der Hofstad
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PDF |
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Nonparametric Estimation of Ordinary Differential Equations: Snake and Stubble
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Christof Schötz
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PDF |
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Sample Path Properties of the Fractional Wiener--Weierstrass Bridge
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Alexander Schied, Zhenyuan Zhang
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PDF |
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Asymptotic bias reduction of maximum likelihood estimates via penalized likelihoods with differential geometry
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Masayo Y. Hirose, Shuhei Mano
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PDF |
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Regularized e-processes: anytime valid inference with knowledge-based efficiency gains
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Ryan Martin
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PDF |
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Misspecified Bernstein-Von Mises theorem for hierarchical models
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Geerten Koers, Botond Szabo, Aad van der Vaart
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PDF |
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Universality of estimators for high-dimensional linear models with block dependency
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Toshiki Tsuda, Masaaki Imaizumi
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PDF |
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Statistical Inference for Bures-Wasserstein Flows
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Leonardo Vincenzo Santoro, Victor Michael Panaretos
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PDF |
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Sharp Anti-Concentration Inequalities for Extremum Statistics via Copulas
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Matias Damian Cattaneo, Ricardo Pereira Masini, William George Underwood
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PDF |
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On some geometric identities involving the sample covariance matrix and its adjugate
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Alexander Dürre, Davy Paindaveine
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PDF |
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Multivariate Hilbertian Additive Regression with General Estimated Variables
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Jeong Min Jeon, Germain Van Bever
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PDF |
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On the passage times of self-similar Gaussian processes on curved boundaries
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Davar Khoshnevisan, Cheuk Yin Lee
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PDF |
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Max-sliced Wasserstein concentration and uniform ratio bounds of empirical measures on RKHS
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Johannes Wiesel, Cynthia Rush, Ruiyu Han
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PDF |
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Generalizing Super/Sub MOT using weak L1 transport
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Erhan Bayraktar, Dominykas Norgilas
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PDF |
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Convergence of the pruning processes of stable Galton-Watson trees
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Gabriel Hernan Berzunza, Anita Winter
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PDF |
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A law of large numbers for kinetic interacting diffusions
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Carlo Bellingeri, Fabio Coppini
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PDF |
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Convergence in $\chi^2$ Distance to the Normal Distribution for Sums of Independent Random Variables
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Vytas Zacharovas
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PDF |
| Minimax Optimal rates of convergence in shuffled and unlinked regression models under vanishing noise |
Cecile Durot, Debarghya Mukherjee
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PDF |
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Learning Topic Hierarchies by Tree-Directed Latent Variable Models
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Sunrit Chakraborty, Rayleigh Lei, XuanLong Nguyen
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PDF |
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Liberating dimension and spectral norm: A universal approach to spectral properties of sample covariance matrices
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Yanqing Yin
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PDF |
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The soccer model, stochastic ordering and martingale transport
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Nicolas Juillet
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PDF |
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Hessian stability and convergence rates for entropic and Sinkhorn potentials via semiconcavity
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Giacomo Greco, Luca Tamanini
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PDF |
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Limiting laws for spiked eigenvalues and largest non-spiked eigenvalues of sample covariance matrices in elliptical distributions
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Jiahui Xie, Long Yu, Wang Zhou
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PDF |
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Comparing moments of real log-concave random variables
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Daniel Murawski
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PDF |
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The Limits of Assumption-free Tests for Algorithm Performance
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Yuetian Luo, Rina Foygel Barber
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PDF |
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Optimal level set estimation for non-parametric tournament and crowdsourcing problems
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Maximilian Graf, Alexandra Carpentier, Nicolas Verzelen
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PDF |
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Functional central limit theorem for the subgraph count of the voter model on dynamic random graphs
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Simone Baldassarri, Nikolai Kriukov
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PDF |
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On the breakdown point of transport-based quantiles
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Alberto González Sanz, Marco Avella Medina
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PDF |
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Discrete Feynman-Kac approximation for parabolic Anderson model using random walks
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Panqiu Xia, Jiayu Zheng
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PDF |
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A closed-form transition density expansion for elliptic and hypo-elliptic SDEs
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Yuga Iguchi, Alexandros Beskos
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PDF |
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Stability of Khintchine inequalities with optimal constants between the second and the $p$-th moment for $p \ge 3$
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Jacek Jakimiuk
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PDF |
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Stochastic Gradient Descent for Nonparametric Additive Regression
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Xin Chen, Jason M Klusowski
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PDF |
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Cram\'{e}r-type moderate deviations of drift estimation in stochastic heat equation
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Hui Jiang, Jingying Zhou
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PDF |
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On a pinning model in correlated Gaussian random environments
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Zi'an Li, Jian Song, Ran Wei, Hang Zhang
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PDF |
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On a population model with memory
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Jean Bertoin
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PDF |
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Maximum likelihood estimation for Brownian motion tree models based on one sample
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Chandler Squires, Michael Truell, Jan-Christian Huetter, Piotr Zwiernik, Caroline Uhler
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PDF |
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Bootstrapping LASSO estimators under variable selection consistency in high dimensions and some higher order refinements
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Debraj Das, Arindam Chatterjee, Soumendra Lahiri
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PDF |
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Voter model stability with respect to conservative noises
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Gideon Amir, Omer Angel, Rangel Baldasso, Daniel de la Riva
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PDF |
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Optimal Confidence Bands for Shape-restricted Regression in Multidimensions
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Ashley Datta, Somabha Mukherjee, Bodhisattva Sen
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PDF |
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Debiased Estimation and Variable Selection under Function-on-Scalar Linear Regression Models with Ultrahigh-Dimensional Covariates subject to Measurement Error
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Yifan Sun, Grace Y. Yi |
PDF |