| Paper title |
Author(s) |
Link to the Paper
(when accepted) |
|
Quadratic Shrinkage for Large Covariance Matrices
|
Olivier Ledoit, Michael Wolf |
PDF |
| Berry–Esseen Bounds for Multivariate Nonlinear Statistics with Applications to M-estimators and Stochastic Gradient Descent Algorithms |
Qi-Man Shao, Zhuo-Song Zhang |
PDF |
| Improved Bounds for Discretization of Langevin Diffusions: Near-Optimal Rates without Convexity |
Wenlong Mou, Nicolas Flammarion, Martin J. Wainwright, Peter L. Bartlett |
PDF |
| De-biasing the Lasso with degrees-of-freedom adjustment |
Pierre C. Bellec, Cun-Hui Zhang |
PDF |
| Limit theorems for supercritical branching processes in random environment |
Dariusz Buraczewski, Ewa Damek |
PDF |
| Model-free Bootstrap for a General Class of Stationary Time Series |
Yiren Wang, Dimitris Politis |
PDF |
| Bayesian generalized regression in partial differential equation models |
Prithwish Bhaumik, Wenli Shi,
Subhashis Ghosal |
PDF |
| Statistical deconvolution of the free Fokker-Planck equation at fixed time |
Mylène Maïda, Tien Dat Nguyen,
Thanh Mai Pham Ngoc,
Vincent Rivoirard, Viet Chi Tran |
PDF |
| Homogenization of Nonlocal Partial Differential Equations Related to Stochastic Differential Equations with L\'evy Noise |
Qiao Huang, Jinqiao Duan,
Renming Song |
PDF |
| Empirical process of concomitants for partly categorial data and applications in statistics |
Daniel Gaigall, Julian Gerstenberg,
Thi Thu Ha Trinh
|
PDF |
| Martingale Wasserstein inequality for probability measures in the convex order |
Benjamin Jourdain, William Margheriti |
PDF |
| Convergence Rates of Two-Component MCMC Samplers |
Qian Qin, Galin L. Jones |
PDF |
| Central limit theorem and Self-normalized Cram\'er-type moderate deviation for Euler-Maruyama Scheme |
Jianya Lu, Yuzhen Tan, Lihu Xu |
PDF |
| On the measure of anchored Gaussian simplices, with applications to multivariate medians |
Davy Paindaveine |
PDF |
| Local elliptic law |
Johannes Alt, Torben Krüger |
PDF |
| Learning with tree tensor networks: complexity estimates and model selection |
Bertrand Michel, Anthony Nouy |
PDF |
| Inference in Interpretable Latent Factor Regression Models |
Xin Bing, Florentina Bunea, Marten Wegkamp |
PDF |
| Joint inference on extreme expectiles for multivariate heavy-tailed distributions |
Simone Padoan, Gilles Stupfler |
PDF |
| Asymptotically efficient estimators in stochastic blockmodels: the naive MLE, the rank-constrained MLE, and the spectral estimator |
Minh Tang, Joshua Cape, Carey Priebe |
PDF |
| Oracle lower bounds for stochastic gradient sampling algorithms |
Niladri Shekhar Chatterji,
Peter Bartlett, Phil Long |
PDF |
| Doubly Robust Semiparametric Inference Using Regularized Calibrated Estimation with High-dimensional Data |
Satyajit Ghosh, Zhiqiang Tan |
PDF |
| Rates and coverage in Bayesian inference for monotone densities |
Moumita Chakraborty, Subhashis Ghosal |
PDF |
| Minimax estimation of norms of a probability density: I. Lower bounds |
Oleg Lepski, Alexander Goldenshluger |
PDF |
| Minimax estimation of norms of a probability density: II. Rate-optimal estimation procedures |
Oleg Lepski, Alexander Goldenshluger |
PDF |
| Local minimax rates for closeness testing of discrete distributions |
Joseph Lam-Weil, Alexandra Carpentier, Bharath K. Sriperumbudur |
PDF |
| Non-Asymptotic Properties of Spectral Decomposition of Large Gram-Type Matrices and Applications |
Wen Zhou, Lyuou Zhang, Haonan Wang |
PDF |
| Nonparametric regression for locally stationary random fields under stochastic sampling design |
Daisuke Kurisu |
PDF |
| Paving property for real stable polynomials and strongly Rayleigh processes |
Kasra Alishahi, Milad Barzegar |
PDF |
| A Cram\'er--Wold device for infinite divisibility of $Z^d$-valued distributions |
David Berger, Alexander Lindner |
PDF |
| Adaptive Bayesian density estimation in sup-norm |
Zacharie Naulet |
PDF |
| Sequential estimation of quantiles with applications to A/B-testing and best-arm identification |
Steven R Howard, Aaditya Ramdas |
PDF |
| Markov-modulated generalized Ornstein-Uhlenbeck processes and an application in risk theory |
Anita Behme, Apostolos Sideris |
PDF |
| Symmetric inclusion process with slow boundary: hydrodynamics and hydrostatics |
Chiara Franceschini, Patrícia Gonçalves,
Federico Sau |
PDF |
| Spectral statistics of high dimensional sample covariance matrix with unbounded population spectral norm |
Yanqing Yin |
PDF |
| Empirical Variance Minimization with Applications in Variance Reduction and Optimal Control |
Leonid Iosipoi, Denis Belomestny, Quentin Paris, Nikita Zhivotovskiy |
PDF |
| Defective Galton-Watson processes in a varying environment |
Götz Kersting, Carmen Minuesa |
PDF |
| Multidimensional SDE with distributional drift and Lévy noise |
Helena Kremp, Nicolas Perkowski |
PDF |
| A note on the phase transition for independent alignment percolation |
Marcelo Hilário, Daniel Ungaretti |
PDF |
| Spectral equivalence of Gaussian random functions: operator approach |
Alexander I. Nazarov, Yakov Yu. Nikitin |
PDF |
| At the edge of a one-dimensional jellium |
Djalil Chafaï, David Garcia-Zelada,
Paul Jung
|
PDF |
| Posterior Probabilities: Nonmonotonicity, Asymptotic Rates, Log-concavity, and Turan's Inequality |
Sergiu Hart, Yosef Rinott |
PDF |
| Convergence of jump processes with stochastic intensity to Brownian motion with inert drift |
Clayton Barnes |
PDF |
| Stochastic Zeroth-order Discretizations of Langevin Diffusions for Bayesian Inference |
Krishnakumar Balasubramanian, Abhishek Roy,
Lingqing Shen, Saeed Ghadimi |
PDF |
| The Asymptotic Distribution of the MLE in High-Dimensional Logistic Models: Arbitrary Covariance |
Qian Zhao, Pragya Sur,
Emmanuel Candes |
PDF |
| Conditional Variance Estimator for Sufficient Dimension Reduction |
Lukas Fertl, Efstathia Bura |
PDF |
| An Optimal Uniform Concentration Inequality for Discrete Entropies on Finite Alphabets in the High-dimensional Setting |
Yunpeng Zhao |
PDF |
| Multivariate $\rho$-Quantiles: a Spatial Approach |
Dimitri Konen, Davy Paindaveine |
PDF |
| On the Theoretical Properties of the Exchange Algorithm |
Guanyang Wang |
PDF |
| The complex behavior of Galton rank order statistic |
Juan-A. Cuesta-Albertos,
Eustasio del Barrio, Carlos Matrán |
PDF |
| Pathwise large deviations for white noise chaos expansions |
Alexandre Pannier |
PDF |
| An adaptive multiple-try Metropolis algorithm |
Simon Fontaine, Mylène Bédard |
PDF |
| Exact Convergence Analysis of the Independent Metropolis-Hastings Algorithms |
Guanyang Wang |
PDF |
| Locally Polynomial Hilbertian Additive Regression |
Jeong Min Jeon, Young Kyung Lee,
Enno Mammen, Byeong Uk Park |
PDF |
| Degenerate Competing Three-Particle Systems |
Tomoyuki Ichiba, Ioannis Karatzas |
PDF |
| Accuracy of Gaussian approximation for high-dimensional posterior distributions |
Vladimir Spokoiny, Maxim Panov |
PDF |
| Nonparametric Bayesian volatility estimation for gamma-driven stochastic differential equations |
Denis Belomestny, Shota Gugushvili, Moritz Schauer, Peter Spreij |
PDF |
| Degrees of freedom for off-the-grid sparse estimation |
Clarice Poon, Gabriel Peyré |
PDF |
| A Riemann--Stein Kernel Method |
Alessandro Barp, Chris. J. Oates,
Emilio Porcu, Mark Girolami |
PDF |
| Rank-based change-point analysis for long-range dependent time series |
Annika Betken, Martin Wendler |
PDF |
| Splitting the Sample at the Largest Uncensored Observation |
Ross Arthur Maller, Sidney Resnick, Soudabeh Shemehsavar |
PDF |
| Pivotal tests for relevant differences in the second order dynamics of functional time series |
Anne Margrete Nicolien van Delft,
Holger Dette |
PDF |
| Functional inequalities for perturbed measures with applications to log-concave measures and to some Bayesian problems |
Arnaud Guillin, Patrick Cattiaux |
PDF |
| On the characterization of Brownian bridge measure on the pinned path space over a compact Riemannian manifold |
Fuzhou Gong, Xiaoxia Sun |
PDF |
| Global Sensitivity Analysis: a novel generation of mighty estimators based on rank statistics |
Agnès lagnoux |
PDF |
| Asymptotics of AIC, BIC and Cp Model Selection Rules in High-Dimensional Regression |
Zhidong Bai, Kwok Pui Choi,
Yasunori Fujikoshi, Jiang Hu |
PDF |
| Adaptive schemes for piecewise deterministic Monte Carlo algorithms |
Andrea Bertazzi, Joris Bierkens |
PDF |
| Convergence rates of Gibbs measures with degenerate minimum |
Pierre Bras |
PDF |
| Sharp Detection Boundaries on Testing Dense Subhypergraph |
Mingao Yuan, Zuofeng Shang |
PDF |
| Smoothing and adaptation of shifted Pólya Tree ensembles |
Thibault Christophe Randrianarisoa |
PDF |
| Asymptotically Equivalent Prediction in Multivariate Geostatistics |
François Bachoc, Emilio Porcu,
Moreno Bevilacqua, Reinhard Furrer, Tarik Faouzi |
PDF |
| Phase transitions in non-linear urns with interacting types |
Jonathan Jordan, Marcelo Costa |
PDF |
| Continuous time digital search tree\\ and a border aggregation model |
Svante Janson, Debleena Thacker |
PDF |
| Matrix Means and a Novel High-Dimensional Shrinkage Phenomenon |
Asad Lodhia, Keith Levin,
Elizaveta Levina
|
PDF |
| Estimation of Wasserstein distances in the Spiked Transport Model |
Jonathan Niles-Weed, Philippe Rigollet |
PDF |
| Deviation inequalities and Cramer-type moderate deviations for the explosive autoregressive process |
Hui Jiang, Yilong Wan, Guangyu Yang |
PDF |
| A pseudo-marginal sequential Monte Carlo online smoothing algorithm |
Pierre Gloaguen, Sylvain Le Corff,
Jimmy Olsson |
PDF |
| A presmoothing approach for estimation in the semiparametric Cox mixture cure model |
Eni Musta, Valentin Patilea,
Ingrid Van Keilegom |
PDF |
| Asymptotic Behavior of a Low Temperature Non-Cascading 2-GREM Dynamics at Extreme Time Scales |
Luiz Renato Fontes, Susana Frometa, Leonel Zuaznábar |
PDF |
| Estimation of the $l_2$-norm and testing in sparse linear regression with unknown variance |
Alexandra Carpentier, Olivier Collier, Laetitia Comminges,
Alexandre B. Tsybakov, Yuhao Wang |
PDF |
| A unified performance analysis of likelihood-informed subspace methods |
Tiangang Cui, Xin Tong |
PDF |
| Measuring association with Wasserstein distances |
Johannes Wiesel |
PDF |
| Local scaling limits of L\'evy driven fractional random fields |
Vytaute Pilipauskaite, Donatas Surgailis |
PDF |
| Robust Importance Sampling with Adaptive Winsorization |
Paulo Orenstein |
PDF |
| Upper functions for sample paths of Lévy(-type) processes |
Franziska Kühn |
PDF |
| Quantifying deviations from separability in space-time functional processes |
Holger Dette, Gauthier Dierickx,
Tim Kutta |
PDF |
| Tracy-Widom limit for the largest eigenvalue of high-dimensional covariance matrices in elliptical distributions |
Jun Wen, Jiahui Xie,
Long Yu, Wang Zhou |
PDF |
| Nonparametric Inference for Reversed Mean Models with Panel Count Data |
Li Liu, Wen Su, Guosheng Yin,
Ying Zhang, Xingqiu Zhao |
PDF |
| Coverage Error Optimal Confidence Intervals for Local Polynomial Regression |
Sebastian Calonico, Matias D Cattaneo, Max H Farrell |
PDF |
| Graphical modeling of stochastic processes driven by correlated noise |
Søren Wengel Mogensen,
Niels Richard Hansen |
PDF |
| Conformal Prediction: a Unified Review of Theory and New Challenges |
Matteo Fontana, Gianluca Zeni,
Simone Vantini
|
PDF |
| Statistics of the two-star ERGM |
Yuanzhe Xu, Sumit Mukherjee |
PDF |
| Template Matching with Ranks |
Ery Arias-Castro, Lin Zheng |
PDF |
| Mixing Time Guarantees for Unadjusted Hamiltonian Monte Carlo |
Nawaf Bou-Rabee, Andreas Eberle |
PDF |
