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 |
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 |
Poisson approximation of Poisson-driven point processes and extreme values in stochastic geometry
|
Moritz Otto
|
PDF |
An edge CLT for the log determinant of Wigner ensembles
|
Iain M Johnstone, Yegor Klochkov, Alexei Onatski, Damian Pavlyshyn
|
PDF |
On the expected number of critical points of locally isotropic Gaussian random fields
|
Hao Xu, Haoran Yang, Qiang Zeng
|
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 |
Random Fields on Hilbert Spaces with their Equivalent Gaussian Measures
|
Vinicius Ferreira, Emilio Porcu, Jorge Zubelli
|
PDF |
Laplace and Saddlepoint Approximations in High-Dimensions
|
Yanbo Tang, Nancy Margaret Reid
|
PDF |
Adaptive estimation of irregular mean and covariance functions
|
Steven Golovkine, Nicolas Klutchnikoff, Valentin Patilea
|
PDF |
Change point detection in low-rank VAR processes
|
Farida Enikeeva, Olga Klopp, Mathilde Rousselot
|
PDF |
Hölder regularity and roughness: construction and examples
|
Erhan Bayraktar, Purba Das, Donghan Kim
|
PDF |
Short-time Expansion of Characteristic Functions in a Rough Volatility Setting with Applications
|
Carsten H. Chong, Viktor Todorov
|
PDF |
Optimal Spectral Recovery of a Planted Vector in a Subspace
|
Cheng Mao, Alexander S. Wein
|
PDF |
Isotonic Conditional Laws
|
Sebastian Arnold, Johanna Ziegel
|
PDF |
Speeding up Monte Carlo integration: control neighbors for optimal convergence
|
Rémi Leluc, François Portier, Johan Segers, Aigerim Zhuman
|
PDF |
Bayesian uncertainty quantification and structure detection for multiple change points models
|
Eduard Belitser, Subhashis Ghosal
|
PDF |
High-dimensional variable selection with heterogeneous signals: A precise asymptotic perspective
|
Saptarshi Roy, Ambuj Tewari, Ziwei Zhu
|
PDF |
Multiple testing under negative dependence
|
Ziyu Chi, Aaditya Ramdas, Ruodu Wang
|
PDF |
Stochastic selection problem for a Stratonovich SDE with power non-linearity
|
Ilya Pavlyukevich, Georgiy Shevchenko
|
PDF |
Extremal shot noise processes and random cutout sets
|
Clément Foucart, Linglong Yuan
|
PDF |
Siblings in d-dimensional nearest neighbour trees
|
Jérôme Casse
|
PDF |
A nonparametric distribution-free test of independence among continuous random vectors based on ?1-norm
|
Nour-Eddine Berrahou, Salim Bouzebda, Lahcen Douge
|
PDF |
Optimal transport and Wasserstein distances for causal models
|
Patrick Cheridito, Stephan Eckstein
|
PDF |
Reversibility of elliptical slice sampling revisited
|
Daniel Rudolf, Viacheslav Natarovskii, Mareike Hasenpflug
|
PDF |
Heat kernel estimates for kinetic SDEs with drifts being unbounded and in Kato's class
|
Chongyang Ren, Xicheng Zhang
|
PDF |
Brownian motion conditioned to spend limited time outside a bounded interval – an extreme example of entropic repulsion
|
Frank Aurzada, Martin Kolb, Dominic Tobias Schickentanz
|
PDF |
Generalized Hadamard differentiability of the copula mapping and its applications
|
Natalie Neumeyer, Marek Omelka
|
PDF |
Bayesian inference for k-monotone densities with applications to multiple testing
|
Kang Wang, Subhashis Ghosal
|
PDF |
Phase Transitions of the Maximum Likelihood Estimates in the p-Spin Curie-Weiss Model
|
Somabha Mukherjee, Jaesung Son, Bhaswar Bikram Bhattacharya
|
PDF |
A Global Wavelet Based Bootstrapped Test of Covariance Stationarity
|
Jonathan B. Hill
|
PDF |
On Lasso estimator for the drift function in diffusion models
|
Gabriela Ciolek, Dmytro Marushkevych, Mark Podolskij
|
PDF |
Treatment Effect Estimation with Efficient Data Aggregation
|
Snigdha Panigrahi, Jingshen Wang, Xuming He
|
PDF |
Averaging symmetric positive-definite matrices on the space of eigen-decompositions
|
Sungkyu Jung, Brian Rooks, David Groisser, Armin Schwartzman
|
PDF |
On a Near-Optimal & Efficient Algorithm for the Sparse Pooled Data Problem
|
Max Hahn-Klimroth, Remco van der Hofstad, Noela Müller, Connor Riddlesden
|
PDF |
Heat content for Gaussian processes: small-time asymptotic analysis
|
Kei Kobayashi, Hyunchul Park
|
PDF |
Random line graphs and edge-attributed network inference
|
Zachary Lubberts, Avanti Athreya, Youngser Park, Carey E Priebe
|
PDF |
Sharper dimension-free bounds on the Frobenius distance between sample covariance and its expectation
|
Nikita Puchkin, Fedor Noskov, Vladimir Spokoiny
|
PDF |
Optimal Wasserstein-1 distance between SDEs driven by Brownian motion and stable processes
|
Changsong Deng, Rene Schilling, Lihu Xu
|
PDF |
From dense to sparse design: Optimal rates under the supremum norm for estimating the mean function in functional data analysis
|
Max Berger, Philipp Hermann, Hajo Holzmann
|
PDF |
Optimal Scaling Results for a Wide Class of Proximal MALA Algorithms
|
Francesca Romana Crucinio, Alain Durmus, Pablo Jimenez, Gareth O Roberts
|
PDF |
Practical lower bounds on the rate of convergence for accept-reject-based Markov chains in Wasserstein and total variation distances
|
Austin Brown, Galin Jones
|
PDF |
Convergence of Empirical Optimal Transport in Unbounded Settings
|
Thomas Staudt, Shayan Hundrieser
|
PDF |
Topological signatures of periodic-like signals
|
Frédéric Chazal, Bertrand Michel, Wojciech Reise
|
PDF |
LAMN property for stable-Lévy SDEs with constant scale coefficient
|
Alexandre Brouste, Laurent Denis, Trâm Thi-Bao Ngô
|
PDF |
Edgeworth expansion by Stein’s method
|
Xiao Fang, Song-Hao Liu
|
PDF |
Explicit Constraints on the Geometric Rate of Convergence of Random Walk Metropolis-Hastings
|
Riddhiman Bhattacharya, Galin L. Jones
|
PDF |
PDE characterisation of geometric distribution functions and quantiles
|
Dimitri Konen
|
PDF |
Clustering a mixture of Gaussians with unknown covariance |
Damek Davis, Mateo Díaz, Kaizheng Wang |
PDF |
On the convergence of PINNs
|
Gérard Biau, Claire Boyer, Nathan Doumèche
|
PDF |
A model-based approach to density estimation in sup-norm
|
Guillaume Maillard
|
PDF |
Goodness-of-fit tests for High-dimensional Parametric Multiresponse Regressions
|
Lixing Zhu
|
PDF |
A new adaptive local polynomial density estimation procedure on complicated domains
|
Karine Bertin, Nicolas Klutchnikoff, Frédéric Ouimet
|
PDF |
Functional central limit theorem with mean-uncertainty under sublinear expectation
|
Xiaofan Guo, Xinpeng Li
|
PDF |
Uniform error bound for PCA matrix denoising
|
Xin Thomson Tong, Wanjie Wang, Yuguan Wang
|
PDF |
Asymptotic Normality of Log Likelihood Ratio and Fundamental Limit of the Weak Detection for Spiked Wigner Matrices
|
Hye Won Chung, Jiho Lee, Ji Oon Lee
|
PDF |
Computable bounds for solutions to Poisson's equation and perturbation of Markov kernels
|
Loic Hervé, James Ledoux
|
PDF |
Scaling of Piecewise Deterministic Monte Carlo for Anisotropic Targets
|
Kengo Kamatani, Joris Bierkens, Gareth O. Roberts
|
PDF |
Asymptotic properties of spiked eigenvalues and eigenvectors of signal-plus-noise matrices with their applications
|
Xiaoyu Liu, Yiming Liu, Guangming Pan, Lingyue Zhang, Zhixiang Zhang
|
PDF |
Covariance Operator Estimation: Sparsity, Lengthscale, and Ensemble Kalman Filters
|
Omar Al-Ghattas, Jiaheng Chen, Daniel Sanz-Alonso, Nathan Waniorek
|
PDF |
High-dimensional Posterior Consistency in Multi-response Regression models with Non-informative Priors for Error Covariance Matrix
|
Partha Sarkar, Kshitij Khare, Malay Ghosh
|
PDF |
F Statistics for High-Dimensional Inference of Linear Model
|
Yumou Qiu, Yushan Gu
|
PDF |
Inference for change-plane regression
|
Chaeryon Kang, Hunyong Cho, Rui Song, Moulinath Banerjee, Eric B. Laber, Michael R. Kosorok
|
PDF |
Estimation and inference for the Wasserstein distance between mixing measures in topic models
|
Xin Bing, Florentina Bunea, Jonathan Niles-Weed
|
PDF |
Sandpiles on the Vicsek fractal explode with probability 1/4
|
Nico Heizmann, Robin Kaiser, Ecaterina Sava-Huss
|
PDF |
Extrinsic Derivative Formula for Distribution Dependent SDEs
|
Panpan Ren
|
PDF |
The fewest-big-jumps principle and an application to random graphs
|
Céline Kerriou, Peter Mörters
|
PDF |
Varying coefficient regression: revisit and parametric help
|
Seung Hyun Moon, Byeong Uk Park, Young Kyung Lee
|
PDF |
Almost sure growth of integrated supOU processes
|
Danijel Grahovac, Péter Kevei
|
PDF |
Ergodicity, CLT and asymptotic maximum of the Airy$_1$ process
|
Fei Pu
|
PDF |
Finite moments testing in a general class of nonlinear time series models
|
Christian Francq, Jean-Michel Zakoian
|
PDF |
A central limit theorem for a sequence of conditionally centered random fields
|
Rasmus Waagepetersen
|
PDF |
Nearly minimax robust estimator of the mean vector by iterative spectral dimension reduction
|
Arshak MINASYAN
|
PDF |
The extended Ville's inequality for nonintegrable nonnegative supermartingales
|
Hongjian Wang, Aaditya Ramdas
|
PDF |