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 2022-01-01 to 2026-01-01.)
ArticleCitations
Exponential ergodicity for damping Hamiltonian dynamics with state-dependent and non-local collisions99
Non-asymptotic properties of spectral decomposition of large Gram-type matrices and applications58
An optimal uniform concentration inequality for discrete entropies on finite alphabets in the high-dimensional setting28
Siblings in d-dimensional nearest neighbour trees26
Extrinsic derivative formula for distribution dependent SDEs25
A new adaptive local polynomial density estimation procedure on complicated domains23
Ergodicity, CLT and asymptotic maximum of the Airy1 process22
SPDEs with non-Lipschitz coefficients and nonhomogeneous boundary conditions20
Rearranged dependence measures19
Homogenization of nonlocal partial differential equations related to stochastic differential equations with Lévy noise18
The asymptotic distribution of the MLE in high-dimensional logistic models: Arbitrary covariance16
On consistency and sparsity for high-dimensional functional time series with application to autoregressions16
On eigenvalues of a high-dimensional spatial-sign covariance matrix16
Smoothed circulas: Nonparametric estimation of circular cumulative distribution functions and circulas16
Mixing properties of non-stationary INGARCH(1,1) processes16
Independence preserving property of Kummer laws15
A flexible approach for normal approximation of geometric and topological statistics15
Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics15
Density estimation under local differential privacy and Hellinger loss15
High-dimensional variable selection with heterogeneous signals: A precise asymptotic perspective14
Functional linear and single-index models: A unified approach via Gaussian Stein identity14
Measuring association with Wasserstein distances13
Detecting long-range dependence for time-varying linear models13
Stochastic zeroth-order discretizations of Langevin diffusions for Bayesian inference13
Nonparametric estimation of locally stationary Hawkes processes13
An edge CLT for the log determinant of Wigner ensembles12
Non-asymptotic bounds for the ℓ∞ estimator in linear regression with uniform noise12
Poisson approximation in χ2 distance by the Stein-Chen approach12
Learning to reflect: A unifying approach for data-driven stochastic control strategies12
Inadmissibility of the corrected Akaike information criterion11
Reversibility of elliptical slice sampling revisited11
Functional inequalities for perturbed measures with applications to log-concave measures and to some Bayesian problems10
Laplace priors and spatial inhomogeneity in Bayesian inverse problems10
Dating the break in high-dimensional data10
Bootstrap percolation on the stochastic block model10
Almost sure growth of integrated supOU processes10
Additive regression with parametric help10
Efficient and consistent model selection procedures for time series10
Rough paths and symmetric-Stratonovich integrals driven by singular covariance Gaussian processes10
Local minimax rates for closeness testing of discrete distributions10
PDE characterization of geometric distribution functions and quantiles9
Goodness-of-fit tests for high-dimensional parametric multiresponse regressions9
Estimating the parameters of some common Gaussian random fields with nugget under fixed-domain asymptotics9
Rank-based testing for semiparametric VAR models: A measure transportation approach9
Posterior consistency in multi-response regression models with non-informative priors for the error covariance matrix in growing dimensions9
Explicit bounds for spectral theory of geometrically ergodic Markov kernels and applications9
Conditional quantiles: An operator-theoretical approach9
Empirical Bayes inference for the block maxima method9
Inference for change-plane regression9
Rates of convergence for the number of zeros of random trigonometric polynomials9
Adaptive estimation in the linear random coefficients model when regressors have limited variation9
Semiparametric regression of panel count data with informative terminal event8
Adaptiveness of the empirical distribution of residuals in semi-parametric conditional location scale models8
Linear functional estimation under multiplicative measurement error8
Detecting changes in the trend function of heteroscedastic time series8
M-estimation for varying coefficient models with a functional response in a reproducing kernel Hilbert space8
Nonparametric inference for reversed mean models with panel count data8
Multiple testing under negative dependence8
Deviation inequalities and Cramér-type moderate deviations for the explosive autoregressive process8
Finitely additive mass transportation8
Testing with p*-values: Between p-values, mid p-values, and e-values8
Flexible-bandwidth needlets8
Spectral representations of characteristic functions of discrete probability laws7
Multiplier U-processes: Sharp bounds and applications7
Malliavin calculus techniques for local asymptotic mixed normality and their application to hypoelliptic diffusions7
Extreme singular values of inhomogeneous sparse random rectangular matrices7
Dimension-agnostic inference using cross U-statistics7
Data fusion methods for the heterogeneity of treatment effect and confounding function7
Spine for interacting populations and sampling7
On the singular values of complex matrix Brownian motion with a matrix drift7
Berry-Esseen bound and Cramér moderate deviation expansion for a supercritical branching random walk7
A new shape of extremal clusters for certain stationary semi-exponential processes with moderate long range dependence7
Sandpiles on the Vicsek fractal explode with probability 147
A large-sample theory for infinitesimal gradient boosting7
Accuracy of Gaussian approximation for high-dimensional posterior distributions6
Ergodicity of supercritical SDEs driven by α-stable processes and heavy-tailed sampling6
Bootstrap inference for a class of non-regular estimators6
A nonparametric distribution-free test of independence among continuous random vectors based on L1-norm6
At the edge of a one-dimensional jellium6
Nearly minimax robust estimator of the mean vector by iterative spectral dimension reduction6
On the convergence of PINNs6
Template matching with ranks6
A bootstrapped test of covariance stationarity based on orthonormal transformations6
Bootstrap inference in functional linear regression models with scalar response6
The extended Ville’s inequality for nonintegrable nonnegative supermartingales6
Moments of exponential functionals of Lévy processes on a deterministic horizon – identities and explicit expressions6
Local asymptotic normality for ergodic jump-diffusion processes via transition density approximation6
A probabilistic view of latent space graphs and phase transitions6
Stochastic integration with respect to local time of the Brownian sheet and regularising properties of Brownian sheet paths6
Lower bounds on the rate of convergence for accept-reject-based Markov chains in Wasserstein and total variation distances5
Empirical process theory for locally stationary processes5
On Lasso and Slope drift estimators for Lévy-driven Ornstein–Uhlenbeck processes5
PEBBLE: A second order correct bootstrap method in logistic regression5
On a projection-based class of uniformity tests on the hypersphere5
Log-concave density estimation in undirected graphical models5
Nonparametric estimation for additive concurrent regression models5
Loop-erased random walk branch of uniform spanning tree in topological polygons5
Asymptotics of discrete Schrödinger bridges via chaos decomposition5
Mean stationarity test in time series: A signal variance-based approach5
Sharp detection boundaries on testing dense subhypergraph5
Combinatorial Bernoulli factories5
On the joint distribution of the area and the number of peaks for Bernoulli excursions5
Adaptive schemes for piecewise deterministic Monte Carlo algorithms5
Edgeworth expansion by Stein’s method5
Sequential change diagnosis revisited and the Adaptive Matrix CuSum5
Simultaneous semiparametric inference for single-index models5
Sparse signal detection in heteroscedastic Gaussian sequence models: Sharp minimax rates5
On Lasso estimator for the drift function in diffusion models5
Dynamic principal component analysis from a global perspective5
On estimators of the mean of infinite dimensional data in finite populations5
Tracy-Widom limit for the largest eigenvalue of high-dimensional covariance matrices in elliptical distributions5
Heat content for Gaussian processes: Small-time asymptotic analysis5
Compound Poisson disorder problem with uniformly distributed disorder time5
Optimal stopping of the stable process with state-dependent killing5
Learning with tree tensor networks: Complexity estimates and model selection5
Erratum for Prediction and estimation consistency of sparse multi-class penalized optimal scoring4
A necessary and sufficient condition for the convergence of the derivative martingale in a branching Lévy process4
Gaussian Whittle–Matérn fields on metric graphs4
Asymptotically efficient estimators for stochastic blockmodels: The naive MLE, the rank-constrained MLE, and the spectral estimator4
General construction and classes of explicit L1-optimal couplings4
Normality of smooth statistics for planar determinantal point processes4
Asymptotic normality for a modified quadratic variation of the Hermite process4
Empirical approximation to invariant measures for McKean–Vlasov processes: Mean-field interaction vs self-interaction4
Asymptotics for isotropic Hilbert-valued spherical random fields4
Non-ergodic statistics and spectral density estimation for stationary real harmonizable symmetric α-stable processes4
Quantifying deviations from separability in space-time functional processes4
Optimal 1-Wasserstein distance for WGANs4
The functional central limit theorem with mean uncertainty under the sublinear expectation4
Bernoulli sums and Rényi entropy inequalities4
Estimation of Wasserstein distances in the Spiked Transport Model4
A trajectorial approach to relative entropy dissipation of McKean–Vlasov diffusions: Gradient flows and HWBI inequalities4
Erratum: Tree builder random walk: Recurrence, transience and ballisticity4
A frequency domain bootstrap for general multivariate stationary processes4
Minimax estimation of low-rank quantum states and their linear functionals4
On the separation cut-off phenomenon for Brownian motions on high dimensional spheres4
From dense to sparse design: Optimal rates under the supremum norm for estimating the mean function in functional data analysis4
Maximal displacement of spectrally negative branching Lévy processes4
Noise covariance estimation in multi-task high-dimensional linear models4
Inference in balanced community modulated recursive trees4
Self-normalized Cramér type moderate deviations for martingales and applications4
A diffusion approach to Stein’s method on Riemannian manifolds4
Minimax boundary estimation and estimation with boundary4
Characteristic kernels on Hilbert spaces, Banach spaces, and on sets of measures4
Covariance operator estimation: Sparsity, lengthscale, and ensemble Kalman filters4
Estimation of the ℓ2-norm and testing in sparse linear regression with unknown variance4
Rudin extension theorems on product spaces, turning bands, and random fields on balls cross time4
Martingale Wasserstein inequality for probability measures in the convex order4
The fewest-big-jumps principle and an application to random graphs4
On the robustness of the minimim ℓ2 interpolator4
Minimax optimal goodness-of-fit testing for densities and multinomials under a local differential privacy constraint4
Harmonic analysis meets stationarity: A general framework for series expansions of special Gaussian processes4
On the asymptotic behavior of a finite section of the optimal causal filter4
Some rapidly mixing hit-and-run samplers for latent counts in linear inverse problems4
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