| Paper title |
Author(s) |
Link to the Paper
(when accepted) |
| On posterior contraction of parameters and interpretability in Bayesian mixture modeling |
Aritra Guha, Nhat Ho,
XuanLong Nguyen |
PDF |
| Optimal tests for elliptical symmetry: specified and unspecified location |
Sladjana Babic, Laetitia Gelbgras,
Marc Hallin, Christophe Ley |
PDF |
| On weak conditional convergence of bivariate Archimedean and Extreme Value copulas, and consequences to nonparametric estimation |
Thimo Kasper, Sebastian Fuchs, Wolfgang Trutschnig |
PDF |
| The Goldenshluger-Lepski Method for Constrained Least-Squares Estimators over RKHSs |
Stephen Page, Steffen Grunewalder |
PDF |
| Universal sieve-based strategies for efficient estimation using machine learning tools |
Hongxiang Qiu, Alex Luedtke,
Marco Carone |
PDF |
| The linear conditional expectation in Hilbert space |
Ilja Klebanov, Björn Sprungk,
T.J. Sullivan |
PDF |
|
Partial Generalized Four Moment Theorem Revisited
|
Dandan Jiang, Zhidong Bai |
PDF |
|
Finite-energy infinite clusters without anchored expansion
|
Gabor Pete, Adam Timar |
PDF |
|
Nonparametric estimation of jump rates for a specific class of piecewise deterministic Markov processes
|
Émeline Schmisser, Nathalie Krell
|
PDF |
|
Minimax semi-supervised set-valued approach to multi-class classification
|
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri |
PDF |
|
Recovering Brownian and jump parts from high-frequency observations of a Levy process
|
Jorge Gonzalez Cazares,
Jevgenijs Ivanovs |
PDF |
|
Quadratic Shrinkage for Large Covariance Matrices
|
Olivier Ledoit, Michael Wolf |
PDF |
|
Local continuity of log-concave projection, with applications to estimation under model misspecification
|
Rina Foygel Barber, Richard J Samworth |
PDF |
|
A general framework for SPDE-based stationary random fields
|
Ricardo Carrizo Vergara, Denis Allard, Nicolas Desassis |
PDF |
| Minimum spanning trees of random geometric graphs with location dependent weights |
Ghurumuruhan Ganesan |
PDF |
| Online drift estimation for jump-diffusion processes |
Theerawat Bhudisaksang,
Alvaro Cartea
|
PDF |
| Universality and least singular values of random matrix products: a simplified approach |
Rohit Chaudhuri, Vishesh Jain,
Natesh S. Pillai |
PDF |
| Scalable Monte Carlo Inference and Rescaled Local Asymptotic Normality |
Ning Ning, Edward Ionides,
Ya'acov Ritov |
PDF |
| Testing against uniform stochastic ordering with paired observations |
Dewei Wang, Chuan-Fa Tang |
PDF |
| Over-parametrized Deep Neural Networks Do Not Generalize Well |
Michael Kohler, Adam Krzyzak |
PDF |
| Equidistribution of random walks on compact groups II. The Wasserstein metric |
Bence Borda |
PDF |
| Pure-jump semimartingales |
Ales Cerny, Johannes Ruf |
PDF |
| Spectral-free estimation of Lévy densities in high-frequency regime |
Céline Duval, Ester Mariucci |
PDF |
| A ridge estimator of the drift from discrete repeated observations of the solution of a stochastic differential equation. |
Christophe Denis, Charlotte Dion,
Miguel Martinez |
PDF |
| Approximation of occupation time functionals |
Randolf Altmeyer |
PDF |
| Extremal eigenvalues of sample covariance matrices with general population |
Jinwoong Kwak, Ji Oon Lee,
Jaewhi Park |
PDF |
| Asymptotic Results for Heavy-tailed L\'evy Processes and their Exponential Functionals |
Wei Xu |
PDF |
| Estimating the Inter-Occurrence Time Distribution From Superposed Renewal Processes |
Zhisheng Ye, Xiaoyang Li,
Cheng Yong Tang |
PDF |
| Parameter estimation in branching processes with almost sure extinction |
Peter Braunsteins, Sophie Hautphenne, Carmen Minuesa |
PDF |
| A note on eigenvalues estimates for one-dimensional diffusion operators |
Aldéric Joulin, Michel Bonnefont |
PDF |
| Mean field limits for interacting Hawkes processes in a diffusive regime |
Xavier Erny, Eva Löcherbach,
Dasha Loukianova |
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 |
| Tree Builder Random Walk: recurrence, transience and ballisticity |
Giulio Iacobelli, Rodrigo Ribeiro,
Glauco Valle, Leonel Zuaznabar |
PDF |
| Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence |
Badr-Eddine Chérief-Abdellatif,
Pierre Alquier |
PDF |
| Limit theorems for time-dependent averages of nonlinear stochastic heat equations |
Kunwoo Kim, Jaeyun Yi |
PDF |
| Nonhomogeneous Euclidean first-passage percolation and distance learning |
Pablo Groisman, Matthieu Jonckheere, Facundo Sapienza |
PDF |
| Geometrical Smeariness - A new Phenomenon of Fr\'echet Means |
Benjamin Eltzner |
PDF |
| The Hausdorff measure of the range and level sets of Gaussian random fields with sectorial local nondeterminism |
Cheuk Yin Lee |
PDF |
| Improved Bounds for Discretization of Langevin Diffusions: Near-Optimal Rates without Convexity |
Wenlong Mou, Nicolas Flammarion, Martin J. Wainwright, Peter L. Bartlett |
PDF |
| Information Geometry Approach to Parameter Estimation in Hidden Markov Model |
Masahito Hayashi |
PDF |
| Strong and weak convergence rates for slow-fast stochastic differential equations driven by $\alpha$-stable process |
Xiaobin Sun, Longjie Xie,
Yingchao Xie
|
PDF |
| Applications of weak transport theory |
Julio Daniel Backhoff Veraguas, Gudmund Pammer |
PDF |
| On bandwidth selection problems in nonparametric trend estimation under martingale difference errors |
Karim Benhenni, Didier A. Girard,
Sana Louhichi |
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 |
| New approach to greedy vector quantization |
Rancy El Nmeir, Harald Luschgy,
Gilles Pagès |
PDF |
| Empirical process theory for locally stationary processes |
Nathawut Phandoidaen, Stefan Richter |
PDF |
| Model-free Bootstrap for a General Class of Stationary Time Series |
Yiren Wang, Dimitris Politis |
PDF |
| Crandall-Lions viscosity solutions for path-dependent PDEs: the case of heat equation |
Andrea Cosso, Francesco Russo |
PDF |
| Adaptive estimation in the linear random coefficients model when regressors have limited variation |
Eric Gautier |
PDF |
| Testing and estimation for clustered signals |
Hongyuan Cao, Wei Biao Wu |
PDF |
| Growth and intermittency of supOU processes |
Danijel Grahovac, Nikolai N Leonenko,
Murad S Taqqu |
PDF |
| Adaptiveness of the empirical distribution of residuals in semi-parametric conditional location scale models |
Christian Francq, Jean-Michel Zakoian |
PDF |
| Minimax optimal goodness-of-fit testing for densities and multinomials under a local differential privacy constraint |
Joseph Lam-Weil, Béatrice Laurent,
Jean-Michel Loubes |
PDF |
| Erratum for Prediction and estimation consistency of sparse multi-class penalized optimal scoring |
Irina Gaynanova |
PDF |
| On eigenvalues of a high-dimensional spatial-sign covariance matrix |
Weiming Li, Qinwen Wang,
Jianfeng Yao, Wang Zhou |
PDF |
| Thinned Completely Random Measures with Applications in Competing Risks Models |
John W. Lau, Edward Cripps |
PDF |
| Bayesian generalized regression in partial differential equation models |
Prithwish Bhaumik, Wenli Shi,
Subhashis Ghosal |
PDF |
| A Ray–Knight representation of up-down Chinese Restaurants |
Dane Rogers, Matthias Winkel |
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 |
