Bernoulli

Papers
(The TQCC of Bernoulli is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)
ArticleCitations
An optimal uniform concentration inequality for discrete entropies on finite alphabets in the high-dimensional setting71
SPDEs with non-Lipschitz coefficients and nonhomogeneous boundary conditions51
Non-asymptotic properties of spectral decomposition of large Gram-type matrices and applications27
Exponential ergodicity for damping Hamiltonian dynamics with state-dependent and non-local collisions23
Siblings in d-dimensional nearest neighbour trees21
Extrinsic derivative formula for distribution dependent SDEs21
Homogenization of nonlocal partial differential equations related to stochastic differential equations with Lévy noise21
A new adaptive local polynomial density estimation procedure on complicated domains20
Mixing properties of non-stationary INGARCH(1,1) processes19
On eigenvalues of a high-dimensional spatial-sign covariance matrix18
Rearranged dependence measures18
Optimal tests for elliptical symmetry: Specified and unspecified location16
The asymptotic distribution of the MLE in high-dimensional logistic models: Arbitrary covariance15
Nonparametric estimation of locally stationary Hawkes processes15
Stochastic zeroth-order discretizations of Langevin diffusions for Bayesian inference14
Smoothed circulas: Nonparametric estimation of circular cumulative distribution functions and circulas14
High-dimensional variable selection with heterogeneous signals: A precise asymptotic perspective14
Independence preserving property of Kummer laws13
Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics13
Measuring association with Wasserstein distances13
Functional linear and single-index models: A unified approach via Gaussian Stein identity12
On consistency and sparsity for high-dimensional functional time series with application to autoregressions12
Detecting long-range dependence for time-varying linear models11
Density estimation under local differential privacy and Hellinger loss11
Bootstrap percolation on the stochastic block model11
A flexible approach for normal approximation of geometric and topological statistics11
An edge CLT for the log determinant of Wigner ensembles10
Functional inequalities for perturbed measures with applications to log-concave measures and to some Bayesian problems10
The Goldenshluger–Lepski method for constrained least-squares estimators over RKHSs10
Learning to reflect: A unifying approach for data-driven stochastic control strategies10
On weak conditional convergence of bivariate Archimedean and Extreme Value copulas, and consequences to nonparametric estimation10
Poisson approximation in χ2 distance by the Stein-Chen approach10
Reversibility of elliptical slice sampling revisited10
Dating the break in high-dimensional data9
Finite-energy infinite clusters without anchored expansion9
Efficient and consistent model selection procedures for time series9
Laplace priors and spatial inhomogeneity in Bayesian inverse problems9
Conditional quantiles: An operator-theoretical approach9
Additive regression with parametric help9
Inadmissibility of the corrected Akaike information criterion9
Rough paths and symmetric-Stratonovich integrals driven by singular covariance Gaussian processes9
Adaptive estimation in the linear random coefficients model when regressors have limited variation9
Empirical Bayes inference for the block maxima method9
Non-asymptotic bounds for the ℓ∞ estimator in linear regression with uniform noise9
Local continuity of log-concave projection, with applications to estimation under model misspecification9
Posterior consistency in multi-response regression models with non-informative priors for the error covariance matrix in growing dimensions8
Local minimax rates for closeness testing of discrete distributions8
A ridge estimator of the drift from discrete repeated observations of the solution of a stochastic differential equation8
Inference for change-plane regression8
Rank-based testing for semiparametric VAR models: A measure transportation approach8
Explicit bounds for spectral theory of geometrically ergodic Markov kernels and applications8
PDE characterization of geometric distribution functions and quantiles8
Goodness-of-fit tests for high-dimensional parametric multiresponse regressions8
Rates of convergence for the number of zeros of random trigonometric polynomials7
Adaptiveness of the empirical distribution of residuals in semi-parametric conditional location scale models7
Semiparametric regression of panel count data with informative terminal event7
Estimating the parameters of some common Gaussian random fields with nugget under fixed-domain asymptotics7
M-estimation for varying coefficient models with a functional response in a reproducing kernel Hilbert space7
Detecting changes in the trend function of heteroscedastic time series7
Testing with p*-values: Between p-values, mid p-values, and e-values7
Finitely additive mass transportation7
Nonparametric inference for reversed mean models with panel count data7
A new shape of extremal clusters for certain stationary semi-exponential processes with moderate long range dependence6
Stochastic integration with respect to local time of the Brownian sheet and regularising properties of Brownian sheet paths6
Linear functional estimation under multiplicative measurement error6
Spectral representations of characteristic functions of discrete probability laws6
Online drift estimation for jump-diffusion processes6
Malliavin calculus techniques for local asymptotic mixed normality and their application to hypoelliptic diffusions6
Accuracy of Gaussian approximation for high-dimensional posterior distributions6
Dimension-agnostic inference using cross U-statistics6
Multiple testing under negative dependence6
Deviation inequalities and Cramér-type moderate deviations for the explosive autoregressive process6
Berry-Esseen bound and Cramér moderate deviation expansion for a supercritical branching random walk6
A nonparametric distribution-free test of independence among continuous random vectors based on L1-norm6
Multiplier U-processes: Sharp bounds and applications6
Flexible-bandwidth needlets6
Ergodicity of supercritical SDEs driven by α-stable processes and heavy-tailed sampling5
A bootstrapped test of covariance stationarity based on orthonormal transformations5
A probabilistic view of latent space graphs and phase transitions5
On a projection-based class of uniformity tests on the hypersphere5
Edgeworth expansion by Stein’s method5
Template matching with ranks5
Heat content for Gaussian processes: Small-time asymptotic analysis5
On the convergence of PINNs5
At the edge of a one-dimensional jellium5
Extreme singular values of inhomogeneous sparse random rectangular matrices5
On the singular values of complex matrix Brownian motion with a matrix drift5
Moments of exponential functionals of Lévy processes on a deterministic horizon – identities and explicit expressions5
Compound Poisson disorder problem with uniformly distributed disorder time5
Tracy-Widom limit for the largest eigenvalue of high-dimensional covariance matrices in elliptical distributions5
Bootstrap inference for a class of non-regular estimators5
Scalable Monte Carlo inference and rescaled local asymptotic normality5
Spine for interacting populations and sampling5
A large-sample theory for infinitesimal gradient boosting5
Local asymptotic normality for ergodic jump-diffusion processes via transition density approximation5
Recovering Brownian and jump parts from high-frequency observations of a Lévy process5
Adaptive schemes for piecewise deterministic Monte Carlo algorithms5
Sequential change diagnosis revisited and the Adaptive Matrix CuSum5
Estimating the inter-occurrence time distribution from superposed renewal processes5
Sandpiles on the Vicsek fractal explode with probability 145
Bootstrap inference in functional linear regression models with scalar response5
Learning with tree tensor networks: Complexity estimates and model selection4
Dynamic principal component analysis from a global perspective4
Some rapidly mixing hit-and-run samplers for latent counts in linear inverse problems4
Sharp detection boundaries on testing dense subhypergraph4
Optimal 1-Wasserstein distance for WGANs4
Maximal displacement of spectrally negative branching Lévy processes4
Minimax estimation of low-rank quantum states and their linear functionals4
Asymptotics for isotropic Hilbert-valued spherical random fields4
Quantifying deviations from separability in space-time functional processes4
Minimum spanning trees of random geometric graphs with location dependent weights4
Sparse signal detection in heteroscedastic Gaussian sequence models: Sharp minimax rates4
On Lasso estimator for the drift function in diffusion models4
Mean stationarity test in time series: A signal variance-based approach4
Lower bounds on the rate of convergence for accept-reject-based Markov chains in Wasserstein and total variation distances4
Harmonic analysis meets stationarity: A general framework for series expansions of special Gaussian processes4
Martingale Wasserstein inequality for probability measures in the convex order4
Estimation of the ℓ2-norm and testing in sparse linear regression with unknown variance4
From dense to sparse design: Optimal rates under the supremum norm for estimating the mean function in functional data analysis4
Inference in balanced community modulated recursive trees4
Noise covariance estimation in multi-task high-dimensional linear models4
On Lasso and Slope drift estimators for Lévy-driven Ornstein–Uhlenbeck processes4
Combinatorial Bernoulli factories4
Loop-erased random walk branch of uniform spanning tree in topological polygons4
Optimal stopping of the stable process with state-dependent killing4
On the joint distribution of the area and the number of peaks for Bernoulli excursions4
Asymptotics of discrete Schrödinger bridges via chaos decomposition4
Normality of smooth statistics for planar determinantal point processes4
Asymptotic normality for a modified quadratic variation of the Hermite process4
Minimax optimal goodness-of-fit testing for densities and multinomials under a local differential privacy constraint4
On the robustness of the minimim ℓ2 interpolator4
Non-ergodic statistics and spectral density estimation for stationary real harmonizable symmetric α-stable processes4
On estimators of the mean of infinite dimensional data in finite populations4
Empirical process theory for locally stationary processes4
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