Time-uniform concentration bounds for iterative algorithms
Fuente:
arXiv
Saved in:
| Main Authors: | Pham, Tuan, Rinaldo, Alessandro, Sarkar, Purnamrita |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A note on time-uniform concentration inequality for matrix products
by: Pham, Tuan, et al.
Published: (2025)
by: Pham, Tuan, et al.
Published: (2025)
Low-Dimensional Adaptation of Rectified Flow: A Diffusion and Stochastic Localization Perspective
by: Roy, Saptarshi, et al.
Published: (2026)
by: Roy, Saptarshi, et al.
Published: (2026)
Dimension-free Score Matching and Time Bootstrapping for Diffusion Models
by: Kumar, Syamantak, et al.
Published: (2025)
by: Kumar, Syamantak, et al.
Published: (2025)
Oja's Algorithm for Streaming Sparse PCA
by: Kumar, Syamantak, et al.
Published: (2024)
by: Kumar, Syamantak, et al.
Published: (2024)
Beyond Sin-Squared Error: Linear-Time Entrywise Uncertainty Quantification for Streaming PCA
by: Kumar, Syamantak, et al.
Published: (2025)
by: Kumar, Syamantak, et al.
Published: (2025)
Detecting non-uniform patterns on high-dimensional hyperspheres
by: Jiang, Tiefeng, et al.
Published: (2025)
by: Jiang, Tiefeng, et al.
Published: (2025)
Asymptotic analysis of high-dimensional uniformity tests under heavy-tailed alternatives
by: Jiang, Tiefeng, et al.
Published: (2025)
by: Jiang, Tiefeng, et al.
Published: (2025)
Berry-Esseen bounds for multivariate martingale difference sequences in the Kolmogorov distance
by: Wu, Weichen, et al.
Published: (2026)
by: Wu, Weichen, et al.
Published: (2026)
On Differentially Private U Statistics
by: Chaudhuri, Kamalika, et al.
Published: (2024)
by: Chaudhuri, Kamalika, et al.
Published: (2024)
Inference for Projection Parameters in Linear Regression: beyond $d = o(n^{1/2})$
by: Chang, Woonyoung, et al.
Published: (2023)
by: Chang, Woonyoung, et al.
Published: (2023)
Max-sliced Wasserstein concentration and uniform ratio bounds of empirical measures on RKHS
by: Han, Ruiyu, et al.
Published: (2024)
by: Han, Ruiyu, et al.
Published: (2024)
An information-theoretic lower bound in time-uniform estimation
by: Duchi, John C., et al.
Published: (2024)
by: Duchi, John C., et al.
Published: (2024)
Optimal Unconstrained Self-Distillation in Ridge Regression: Strict Improvements, Precise Asymptotics, and One-Shot Tuning
by: Dang, Hien, et al.
Published: (2026)
by: Dang, Hien, et al.
Published: (2026)
Nonparametric Evaluation of Noisy ICA Solutions
by: Kumar, Syamantak, et al.
Published: (2024)
by: Kumar, Syamantak, et al.
Published: (2024)
Flow-based generative models as iterative algorithms in probability space
by: Xie, Yao, et al.
Published: (2025)
by: Xie, Yao, et al.
Published: (2025)
A unified recipe for deriving (time-uniform) PAC-Bayes bounds
by: Chugg, Ben, et al.
Published: (2023)
by: Chugg, Ben, et al.
Published: (2023)
Moment bounds for condition numbers and singular values of high-dimensional Gaussian random matrices: Applications and limitations
by: Sarkar, Partha, et al.
Published: (2026)
by: Sarkar, Partha, et al.
Published: (2026)
Instance-dependent uniform tail bounds for empirical processes
by: Bahmani, Sohail
Published: (2022)
by: Bahmani, Sohail
Published: (2022)
Maximum of sparsely equicorrelated Gaussian fields and applications
by: Heiny, Johannes, et al.
Published: (2026)
by: Heiny, Johannes, et al.
Published: (2026)
Dimension-free uniform concentration bound for logistic regression
by: Nakakita, Shogo
Published: (2024)
by: Nakakita, Shogo
Published: (2024)
Uncertainty quantification for iterative algorithms in linear models with application to early stopping
by: Bellec, Pierre C., et al.
Published: (2024)
by: Bellec, Pierre C., et al.
Published: (2024)
Sharp concentration of uniform generalization errors in binary linear classification
by: Nakakita, Shogo
Published: (2025)
by: Nakakita, Shogo
Published: (2025)
Convergence in quadratic mean of averaged stochastic gradient algorithms without strong convexity nor bounded gradient
by: Godichon-Baggioni, Antoine
Published: (2021)
by: Godichon-Baggioni, Antoine
Published: (2021)
Dual Induction CLT for High-dimensional m-dependent Data
by: Bong, Heejong, et al.
Published: (2023)
by: Bong, Heejong, et al.
Published: (2023)
Brownian sheet and uniformity tests on the hypercube
by: Cabaña, A., et al.
Published: (2025)
by: Cabaña, A., et al.
Published: (2025)
The skew-symmetric-Laplace-uniform distribution
by: Lohot, Raju. K., et al.
Published: (2024)
by: Lohot, Raju. K., et al.
Published: (2024)
Convergence Rates for Latent Mixing Measures in Infinite Homoscedastic Location-Scale Mixture Models
by: Bariletto, Nicola, et al.
Published: (2026)
by: Bariletto, Nicola, et al.
Published: (2026)
Achieving the Kesten-Stigum bound in the non-uniform hypergraph stochastic block model
by: Fernandez V, Manuel, et al.
Published: (2026)
by: Fernandez V, Manuel, et al.
Published: (2026)
High-probability sample complexities for policy evaluation with linear function approximation
by: Li, Gen, et al.
Published: (2023)
by: Li, Gen, et al.
Published: (2023)
Sub-uniformity of harmonic mean p-values
by: Chen, Yuyu, et al.
Published: (2024)
by: Chen, Yuyu, et al.
Published: (2024)
Time-uniform central limit theory and asymptotic confidence sequences
by: Waudby-Smith, Ian, et al.
Published: (2021)
by: Waudby-Smith, Ian, et al.
Published: (2021)
Concentration inequalities for strong laws and laws of the iterated logarithm
by: Ruf, Johannes, et al.
Published: (2025)
by: Ruf, Johannes, et al.
Published: (2025)
A characterization of uniform distribution using varextropy with application in testing uniformity
by: Chaudhary, Santosh Kumar, et al.
Published: (2025)
by: Chaudhary, Santosh Kumar, et al.
Published: (2025)
Generalized FGM dependence: Geometrical representation and convex bounds on sums
by: Cossette, Hélène, et al.
Published: (2024)
by: Cossette, Hélène, et al.
Published: (2024)
On the Convergence and Straightness of Rectified Flow
by: Bansal, Vansh, et al.
Published: (2024)
by: Bansal, Vansh, et al.
Published: (2024)
Investigation of triangle counts in graphs evolved by uniform clustering attachment
by: Markovich, N. M., et al.
Published: (2024)
by: Markovich, N. M., et al.
Published: (2024)
Convergence rates for estimating multivariate scale mixtures of uniform densities
by: Kim, Arlene K. H., et al.
Published: (2024)
by: Kim, Arlene K. H., et al.
Published: (2024)
Multivariate normality test based on the uniform distribution on the Stiefel manifold
by: Shimizu, Koki, et al.
Published: (2026)
by: Shimizu, Koki, et al.
Published: (2026)
A polynomial time iterative algorithm for matching Gaussian matrices with non-vanishing correlation
by: Ding, Jian, et al.
Published: (2022)
by: Ding, Jian, et al.
Published: (2022)
Sublinear iterations can suffice even for DDPMs
by: Zhang, Matthew S., et al.
Published: (2025)
by: Zhang, Matthew S., et al.
Published: (2025)
Similar Items
-
A note on time-uniform concentration inequality for matrix products
by: Pham, Tuan, et al.
Published: (2025) -
Low-Dimensional Adaptation of Rectified Flow: A Diffusion and Stochastic Localization Perspective
by: Roy, Saptarshi, et al.
Published: (2026) -
Dimension-free Score Matching and Time Bootstrapping for Diffusion Models
by: Kumar, Syamantak, et al.
Published: (2025) -
Oja's Algorithm for Streaming Sparse PCA
by: Kumar, Syamantak, et al.
Published: (2024) -
Beyond Sin-Squared Error: Linear-Time Entrywise Uncertainty Quantification for Streaming PCA
by: Kumar, Syamantak, et al.
Published: (2025)