Found 1,836 Documents (Results 1–100)
On the identifiability of nonlocal interaction kernels in first-order systems of interacting particles on Riemannian manifolds. (English) Zbl 07928066
A comparative study of methods for estimating model-agnostic Shapley value explanations. (English) Zbl 07917007
Incremental reduction of imbalanced distributed mixed data based on \(k\)-nearest neighbor rough set. (English) Zbl 07905198
Lightweight distributed Gaussian process regression for online machine learning. (English) Zbl 07897979
Wavelet estimation of norms for a probability density with negatively dependent biased data. (English) Zbl 07897865
Uniform almost sure convergence rate of wavelet estimator for regression model with mixed noise. (English) Zbl 07881541
Tikhonov regularization as a nonparametric method for uncertainty quantification in aggregate data problems. (English) Zbl 07880839
Book review of: E. Giné and R. Nickl, Mathematical foundations of infinite-dimensional statistical models. (English) Zbl 07877191
Doubly robust capture-recapture methods for estimating population size. (English) Zbl 07877162
MSC:
62-XX
Distributed robust regression with correntropy losses and regularization kernel networks. (English) Zbl 07873978
Nonparametric identification of Wiener system with a subclass of wide-sense cyclostationary excitations. (English) Zbl 07843577
Conditional Karhunen-Loève regression model with basis adaptation for high-dimensional problems: uncertainty quantification and inverse modeling. (English) Zbl 1536.68022
Correction to: “Nonparametric regression using deep neural networks with ReLU activation function”. (English) Zbl 1532.62035
Nonparametric estimation for multi-server queues based on the number of clients in the system. (English) Zbl 1532.60196
Easy uncertainty quantification (EasyUQ): generating predictive distributions from single-valued model output. (English) Zbl 1533.68298
Nonexact oracle inequalities, \(r\)-learnability, and fast rates. (English) Zbl 1537.62019
Reviewer: Fabio Rapallo (Alessandria)
Chaos measure dynamics in a multifactor model for financial market predictions. (English) Zbl 1531.62051
Möbius inversion and the bootstrap. arXiv:2408.05826
Preprint, arXiv:2408.05826 [math.ST] (2024).
Nonparametric Estimation of Ordinary Differential Equations: Snake and Stubble. arXiv:2407.14989
Preprint, arXiv:2407.14989 [math.ST] (2024).
Early stopping for conjugate gradients in statistical inverse problems. arXiv:2406.15001
Preprint, arXiv:2406.15001 [math.ST] (2024).
Drift estimation in stochastic flows using kernel integral operators. arXiv:2404.10698
Preprint, arXiv:2404.10698 [math.DS] (2024).
Conditioning of Banach Space Valued Gaussian Random Variables: An Approximation Approach Based on Martingales. arXiv:2404.03453
Preprint, arXiv:2404.03453 [math.PR] (2024).
Variational methods for evolution. Abstracts from the workshop held December 5–8, 2023. (English) Zbl 07921232
Alpert multi-wavelets for functional inverse problems: direct optimization and deep learning. (English) Zbl 07884582
A wavelet-based estimation of the calibration function in conditional copula model. (English. French summary) Zbl 1541.62097
Sign patterns symbolization and its use in improved dependence test for complex network inference. (English) Zbl 07860453
Wavelet estimation for regression convolution model with heteroscedastic errors. (English) Zbl 07809584
Near extensions and alignment of data in \(R^n\). Whitney extensions of near isometries, shortest paths, equidistribution, clustering and non-rigid alignment of data in Euclidean space. (English) Zbl 07787146
Hoboken, NJ: John Wiley & Sons (ISBN 978-1-394-19677-7/hbk; 978-1-394-19681-4/ebook). xx, 164 p. (2023).
MSC:
68-02
42-02
41-02
49-02
60-02
42B35
30H35
30E10
14Q15
53A45
58Z05
68P01
42B37
49J35
49J30
49J10
49J21
46-11
57Z25
68-11
68T09
62G05
41A05
62H30
46T20
26B05
68T45
41A50
15A72
05C38
33D50
58C25
65D18
68U10
94C30
68Q25
11K38
30E05
26E10
68Q17
Relaxing the i.i.d. assumption: adaptively minimax optimal regret via root-entropic regularization. (English) Zbl 1539.62249
Projected state-action balancing weights for offline reinforcement learning. (English) Zbl 1539.62259
Off-policy evaluation in partially observed Markov decision processes under sequential ignorability. (English) Zbl 1539.62260
Nonparametric adaptive estimation for interacting particle systems. (English) Zbl 07782059
MSC:
62-XX
Probabilistic partition of unity networks for high-dimensional regression problems. (English) Zbl 07773168
Convergence of the integral fluctuation theorem estimator for nonequilibrium Markov systems. (English) Zbl 1539.60024
Value iteration for streaming data on a continuous space with gradient method in an RKHS. (English) Zbl 07755868
Pairwise learning problems with regularization networks and Nyström subsampling approach. (English) Zbl 07751965
Robust support vector quantile regression with truncated pinball loss (RSVQR). (English) Zbl 1538.62128
Nonparameteric event-triggered learning with applications to adaptive model predictive control. (English) Zbl 07744833
Learning theory for inferring interaction kernels in second-order interacting agent systems. (English) Zbl 1519.62009
Tracking control for nonlinear nonparametric systems based on the stochastic approximation algorithm. (English) Zbl 1541.93147
Minimax rate of distribution estimation on unknown submanifolds under adversarial losses. (English) Zbl 1539.62363
Wavelet estimation of the covariance of almost periodically correlated processes and study of asymptotic properties in a context of weak dependence. (English) Zbl 1538.62258
Towards insensitivity of Nadaraya-Watson estimators to design correlation. (English. Russian original) Zbl 07723256
Theory Probab. Appl. 68, No. 2, 198-210 (2023); translation from Teor. Veroyatn. Primen. 68, No. 2, 236-252 (2023).
A data-driven wavelet estimator for deconvolution density estimations. (English) Zbl 1525.42036
Reviewer: Nikhil Khanna (Masqaṭ)
On a system of linear Volterra integral equations with variable integration limits. (English) Zbl 1529.45003
Reviewer: Wawrzyniec Sadkowski (Warszawa)
Nonparametric identification based on Gaussian process regression for distributed parameter systems. (English) Zbl 1520.93077
On optimal regression trees to detect critical intervals for multivariate functional data. (English) Zbl 1542.62087
Individualized group learning. (English) Zbl 1514.68243
Multivariate wavelet density estimation for strong mixing stratified size-biased sample. (English) Zbl 07701386
Sparse regression modeling for short- and long-term natural gas demand prediction. (English) Zbl 1514.62329
Fuzzy Gaussian decision tree. (English) Zbl 07700240
High-resolution probabilistic load forecasting: a learning ensemble approach. (English) Zbl 1516.93092
Modeling and simulating the sample complexity of solving LWE using BKW-style algorithms. (English) Zbl 1516.94033
Nonparametric learning for impulse control problems – exploration vs. exploitation. (English) Zbl 1541.93390
Wavelet optimal estimations for a multivariate probability density function under weighted distribution. (English) Zbl 07659791
A simple and general debiased machine learning theorem with finite-sample guarantees. (English) Zbl 1515.62048
Rates of convergence for Laplacian semi-supervised learning with low labeling rates. (English) Zbl 1538.68019
A convenient infinite dimensional framework for generative adversarial learning. (English) Zbl 07649364
Asymptotic normality of wavelet covariances and multivariate wavelet Whittle estimators. (English) Zbl 07628757
Detection of signals by Monte Carlo singular spectrum analysis: multiple testing. (English) Zbl 07585570
Statistical Learning with Sublinear Regret of Propagator Models. arXiv:2301.05157
Preprint, arXiv:2301.05157 [q-fin.TR] (2023).
Wavelet hard thresholding estimation for uncompactly supported multivariate density functions. (Chinese. English summary) Zbl 07887941
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