Papers in the Bernoulli Journal


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Published Papers

 


Papers in press can be downloaded below shortly after acceptance. Once they are made available on this page, papers are no further updated, hence will not reflect changes that may be made during the production process

Forthcoming papers

Paper title Author(s) Link to the Paper
(when accepted)
Accuracy of Gaussian approximation for high-dimensional posterior distributions Vladimir Spokoiny, Maxim Panov PDF
On the robustness of the minimim $\ell_2$ interpolator Matthieu Lerasle, Geoffrey Chinot  PDF
An efficient  Averaged Stochastic Gauss-Newton algorithm for estimating parameters of non linear regressions models  Peggy Cénac, Antoine Godichon-Baggioni, Bruno Portier PDF
Noise Covariance Estimation in Multi-Task High-dimensional Linear Models Kai Tan, Gabriel Romon, Pierre C Bellec  PDF
Asymptotics for isotropic Hilbert-valued spherical random fields Alessia Caponera PDF
Signal Detection in Degree corrected ERGMs Yuanzhe Xu, Sumit Mukherjee  PDF
Stochastic fractional diffusion equations with  Gaussian noise rough in space Yuhui Guo, Jian Song, Xiaoming Song  PDF
Functional Linear Quantile Regression on a Two-dimensional Domain Nan Zhang, Peng Liu, Linglong Kong,
Bei Jiang, Jianhua Z. Huang
PDF
Finitely additive mass transportation  Pietro Rigo PDF
Local convergence rates of the nonparametric least squares estimator with applications to transfer learning Johannes Schmidt-Hieber,
Petr Zamolodtchikov 
PDF
Representation of random variables as Lebesgue integrals Sara Biagini, Gordan Zitkovic  PDF
A large-sample theory for infinitesimal gradient boosting Clément Dombry, Jean-Jil Duchamps  PDF
Kernel-weighted specification testing under general distributions  Sid Kankanala, Victoria Zinde-Walsh PDF
Asymptotics of Discrete Schrödinger Bridges via Chaos Decomposition Zaid Harchaoui, Lang Liu, Soumik Pal  PDF
Parametric inference for ergodic McKean-Vlasov stochastic differential equations Valentine Genon-Catalot,
Catherine Larédo
PDF
M-estimation for varying coefficient models with a functional response in a reproducing kernel Hilbert space Linglong Kong, Yafei Wang, Bei Jiang, Zhongzhan Zhang PDF
A Spectral Representation of Kernel Stein Discrepancy with Application to Goodness-of-Fit Tests for Measures on Infinite Dimensional Hilbert Spaces George Wynne, Mikołaj Kaspzak,
Andrew B Duncan
PDF
Towards standard imsets for maximal ancestral graphs Zhongyi Hu, Robin Evans PDF
Large deviations of reflected weakly interacting particle systems Ping Chen, Rong Wei, Tusheng Zhang PDF
Learning to reflect: A unifying approach for data-driven stochastic control strategies Sören Christensen, Claudia Strauch, Lukas Trottner PDF
On large deviations and intersection of random interlacements Xinyi Li, Zijie Zhuang  PDF
Sparse Signal Detection in Heteroscedastic Gaussian Sequence Models: Sharp Minimax Rates Julien Chhor, Rajarshi Mukherjee, Subhabrata Sen  PDF

Empirical Bayes inference for the block maxima method

Simone Andrea Padoan, Stefano Rizzelli  PDF

Limit theorems for random Motzkin paths near boundary

Włodzimierz Bryc, Yizao Wang PDF

Poincaré inequality and integrated curvature-dimension criterion for generalised Cauchy and convex measures

Baptiste Huguet

PDF

Sequential Change Diagnosis Revisited and the Adaptive Matrix CuSum

Austin Jay Warner, Georgios Fellouris
 
PDF

A trajectorial approach to entropy dissipation for degenerate parabolic equations

Donghan Kim, Lane Chun Yeung PDF

Adaptive inference over Besov spaces in the white noise model using p-exponential priors

Sergios Agapiou, Aimilia Savva

PDF

An asymptotic Peskun ordering and its application to lifted samplers

Philippe Gagnon, Florian Maire

PDF

Low-rank Matrix Recovery under Heavy-tailed Errors

Myeonghun Yu, Qiang Sun, Wenxin Zhou

PDF

When scattering transform meets non-Gaussian random processes, a double scaling limit result

Hau-tieng Wu, Gi-Ren Liu, Yuan-Chung Sheu

PDF

Multiscale jump testing and estimation under complex temporal dynamics

Weichi Wu, Zhou Zhou

PDF
The motion of the tagged particle in asymmetric exclusion process with long jumps

Linjie Zhao

PDF

Conditional hazard rate estimation for right censored data

Sam Efromovich

PDF

Detecting long-range dependence for time-varying linear models

Lujia Bai, Weichi Wu

PDF

Sparse M-estimators in semi-parametric copula models

Jean-David Fermanian, Benjamin Poignard

PDF

Moment inequalities for sums of weakly dependent random fields

Gilles Blanchard, Alexandra Carpentier, Oleksandr Zadorozhnyi

PDF

Optimal choice of bootstrap block length for periodically correlated time series

Patrice Bertail, Anna Ewa Dudek

PDF

Moments of exponential functionals of L\'{e}vy processes on a deterministic horizon - identities and explicit expressions

Zbigniew Palmowski, Hristo Sariev, Mladen Savov

PDF

Kernel Two-Sample Tests for Manifold Data

Xiuyuan Cheng, Yao Xie

PDF

Detecting changes in the trend function of heteroscedastic time series

Sara Kristin Schmidt

PDF

Minimum information dependence modelling

Tomonari Sei, Keisuke Yano

PDF

Poisson approximation of Poisson-driven point processes and extreme values in stochastic geometry

Moritz Otto

PDF

Asymptotic Analysis of Statistical Estimators related to MultiGraphex Processes under Misspecification

Zacharie Naulet, Judith Rousseau, François Caron

PDF

Some rapidly mixing hit-and-run samplers for latent counts in linear inverse problems

Martin Hazelton, Michael McVeagh, Bruce van Brunt, Christopher Tuffley

PDF

Joint distribution of the area and the number of peaks

Vladislav Kargin

PDF

Shrinkage estimation of higher order Bochner integrals

Saiteja Utpala, Bharath K Sriperumbudur

PDF

Smoothed circulas: nonparametric estimation of circular cumulative distribution functions and circulas

Jose Ameijeiras-Alonso, Irène Gijbels

PDF

Local polynomial trend regression for spatial data on $\mathbb{R}^d$

Daisuke Kurisu, Yasumasa Matsuda

PDF

Penalized Spline Estimation of Principal Components for Sparse Functional Data: Rates of Convergence

Shiyuan He, Jianhua Z. Huang, Kejun He

PDF

Optimal Markovian coupling for finite activity Lévy processes

Wilfrid Stephen Kendall, Mateusz Bogdan Majka, Aleksandar Mijatović

PDF

A Unifying Approach to Distributional Limits for Empirical Optimal Transport

Shayan Max Hundrieser, Marcel Klatt, Thomas Staudt, Axel Munk

PDF
Approximate double-transform inversion when time is one of the variables Ronald Butler PDF

Extreme singular values of inhomogeneous sparse random rectangular matrices

Ioana Dumitriu, Yizhe Zhu

PDF

Characterizing the asymptotic and catalytic\\ stochastic orders on topological abelian groups

Tobias Fritz

PDF

Optimal 1-Wasserstein distance for WGANs

Gerard Biau, Benoit Cadre, Nicolas Klutchnikoff, Arthur Stéphanovitch, Ugo Tanielian

PDF

Principal Feature Detection via $\phi$-Sobolev Inequalities

Matthew T.C. Li, Youssef Marzouk, Olivier Zahm

PDF

An edge CLT for the log determinant of Wigner ensembles

Iain M Johnstone, Yegor Klochkov, Alexei Onatski, Damian Pavlyshyn

PDF

De Finetti's Theorem and Related Results for Infinite Weighted Exchangeable Sequences

Rina Foygel Barber, Emmanuel J Candes, Aaditya Ramdas, Ryan J Tibshirani

PDF

A Flexible Approach for Normal Approximation of Geometric and Topological Statistics

Zhaoyang Shi, Krishnakumar Balasubramanian, Wolfgang Polonik

PDF

Gaussian Differentially Private Robust Mean Estimation and Inference

Myeonghun Yu, Zhao Ren, Wen-Xin Zhou

PDF

Drift reduction method for SDEs driven by inhomogeneous singular Lévy noise

Tadeusz Kulczycki, Oleksii Kulyk, Michał Ryznar

PDF
Moment asymptotics for super-Brownian motions

Yaozhong Hu, Xiong Wang, Panqiu Xia, Jiayu Zheng 

PDF 

On the asymptotic behavior of a finite section of the optimal causal filter

Junho Yang

PDF

Distance correlation test for high-dimensional independence

Weiming Li, Qinwen Wang, Jianfeng Yao

PDF

Boundary Adaptive Local Polynomial Conditional Density Estimators

Matias D. Cattaneo, Rajita Chandak, Michael Jansson, Xinwei Ma

PDF

Normal approximation of subgraph counts in the random-connection model

Qingwei Liu, Nicolas Privault

PDF

A New Robust Approach for Regression Analysis of Panel Count Data with Time-varying Covariates

Dayu Sun, Yuanyuan Guo, Yang Li, Wanzhu Tu, Jianguo Sun

PDF

Nonuniform Berry-Esseen bounds for Studentized U-statistics

Dennis Leung, Qi-Man Shao

PDF

Regularities and Exponential Ergodicity in Entropy  for SDEs Driven by  Distribution Dependent Noise

Xing Huang, Feng-Yu Wang

PDF

Percolation threshold for Brownian loop soup on metric graphs

Yinshan Chang, Hang Du, Xinyi Li

PDF

Inverse regression for spatially distributed functional data

Suneel Babu Chatla, Ruiqi Liu

PDF

On the Bahadur representation of sample quantiles for score functionals

Johannes Krebs

PDF

On the expected number of critical points of locally isotropic Gaussian random fields

Hao Xu, Haoran Yang, Qiang Zeng

PDF

Erratum:Tree Builder Random Walk: recurrence, transience and ballisticity

Giulio Iacobelli, Rodrigo Ribeiro, Glauco Valle, Leonel Zuaznabar

PDF

Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics

Hongjian Shi, Mathias Drton, Marc Hallin, Fang Han

PDF
Self-normalized Cramer type moderate deviations for martingales and applications

Xiequan Fan, Qi-Man Shao

 
PDF 

Non-ergodic statistics and spectral density estimation for stationary real harmonizable symmetric $\alpha$-stable processes

Ly Viet Hoang

PDF

Simultaneous off-the-grid learning of mixtures issued from a continuous dictionary

Cristina Butucea, Jean-François Delmas, Anne Dutfoy, Clément Hardy

PDF

Stability and Sample Complexity of Divergence Regularized Optimal Transport

Erhan Bayraktar, Stephan Eckstein, Xin Zhang

PDF

Adaptive deep learning for nonlinear time series models

Daisuke Kurisu, Riku Fukami, Yuta Koike

PDF

Asymptotically optimal sequential multiple testing with asynchronous decisions

Yiming Xing, Georgios Fellouris

PDF

Independence preserving property of Kummer laws

Angelo Efoévi Koudou, Jacek Wesolowski

PDF

Nearest neighbor process: weak convergence and non-asymptotic bound

François Portier

PDF

Parameter Estimation with Increased Precision for Elliptic and Hypo-elliptic Diffusions

Yuga Iguchi, Alexandros Beskos, Matthew Graham

PDF

Poisson hulls

Günter Last, Ilya Molchanov

PDF

Cross-validation for change-point regression: pitfalls and solutions

Florian Pein, Rajen Shah

PDF

Yule’s “nonsense correlation”: moments and density

Philip Andrew Ernst, Chris Rogers, Quan Zhou

PDF

Fréchet mean set estimation in the Hausdorff metric, via relaxation

Moïse Blanchard, Adam Quinn Jaffe

PDF

Inference in balanced community modulated recursive trees

Anna Ben-Hamou, Vasiliki Velona

PDF

Estimation of a pure-jump stable Cox-Ingersoll-Ross process

Elise Bayraktar, Emmanuelle Clément

PDF

Sampling using Adaptive Regenerative Processes

Hector McKimm, Andi Wang, Murray Pollock, Christian P Robert, Gareth O Roberts

PDF

Maximum interpoint distance of high-dimensional random vectors

Johannes Heiny, Carolin Kleemann

PDF

Synchronisation for scalar conservation laws via Dirichlet boundary

Ana Djurdjevac, Tommaso Rosati

PDF

Optimal stopping of the stable process with state-dependent killing

Kees van Schaik, Alexander R. Watson, Xin Xu

PDF

Tractably Modelling Dependence in Networks Beyond Exchangeability

Weichi Wu, Sofia Olhede, Patrick Wolfe

PDF

 Tail probability of maximal displacement in critical branching Lévy process with stable branching

Haojie Hou, Yiyang Jiang, Yan-Xia Ren, Renming Song

PDF

Dynamic Principal Component Analysis from a Global Perspective

Lingxuan Shao, Fang Yao

PDF

No eigenvalues outside the support of the limiting spectral distribution of large dimensional noncentral sample covariance matrices

Zhidong Bai, Jiang Hu, Jack W. Silverstein, Huanchao Zhou

PDF

Limit theorems for SDEs with irregular drifts

Jiaqing Hao

PDF

Some new concentration inequalities for the Itô stochastic integral

Nguyen Tien Dung

PDF

A log-linear model for non-stationary time series of counts

Anne Leucht, Michael H. Neumann PDF

Irregular nonparametric autoregression

Moritz Jirak, Hanna Gruber

PDF

Transportation cost inequalities for stochastic reaction diffusion equations on the whole line R

Yue Li, Shijie Shang, Tusheng Zhang

PDF

Maximum Likelihood Estimation for Small Noise Multi-scale McKean-Vlasov Stochastic Differential Equations

Jie Xu, Qiao Zheng, Jianyong Mu

PDF

Strong limit theorems for empirical halfspace depth trimmed regions

Andrii Ilienko, Ilya Molchanov, Riccardo Turin

PDF

An adaptive model checking test for functional linear model

Enze Shi, Yi Liu, Ke Sun, Lingzhu Li, Linglong Kong

PDF

Functional diffusion driven stochastic volatility model

Piotr Stefan Kokoszka, Neda Mohammadi, Haonan Wang, Shixuan Wang

PDF

Blessing of Dependence: Identifiability and Geometry of Discrete Models with Multiple Binary Latent Variables

Yuqi Gu

PDF

Unified RKHS Methodology and Analysis for Functional Linear and Single-Index Models

Krishnakumar Balasubramanian, Hans-Georg Muller, Bharath K Sriperumbudur PDF 

Theoretical properties of angular halfspace depth

Stanislav Nagy, Petra Laketa

PDF

 


 

Published Papers

 

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