Imagen de Portada

Distributional Robustness Bounds Generalization Errors

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Wang, Shixiong, Wang, Haowei
Formato:	Preprint
Publicado:	2022
Materias:	Machine Learning 62F35, 62G35, 62C12
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Learning Against Distributional Uncertainty: On the Trade-off Between Robustness and Specificity
por: Wang, Shixiong, et al.
Publicado: (2023)

Tuning free Catoni type joint robust estimation
por: Li, Xiang, et al.
Publicado: (2025)

Robust estimators for the log-logistic model based on ranked set sampling
por: Felipe, Ángel, et al.
Publicado: (2024)

Robust Estimation in Finite Mixture Models
por: Lecestre, Alexandre
Publicado: (2021)

Transcendental Regularization of Finite Mixtures:Theoretical Guarantees and Practical Limitations
por: Fokoué, Ernest
Publicado: (2026)

From robust tests to Bayes-like posterior distributions
por: Baraud, Yannick
Publicado: (2021)

Statistical Inference via T-Posterior Randomised Estimators
por: Baraud, Yannick
Publicado: (2026)

Multiple Imputation Methods under Extreme Values
por: Brasil, Enzo Porto
Publicado: (2026)

Robust spectral clustering with rank statistics
por: Cape, Joshua, et al.
Publicado: (2024)

On Robust Aggregation for Distributed Data
por: Li, Xian, et al.
Publicado: (2025)

DecoR: Deconfounding Time Series with Robust Regression
por: Schur, Felix, et al.
Publicado: (2024)

Multivariate MM-estimators with auxiliary Scale for Linear Models with Structured Covariance Matrices
por: Lopuhaa, Hendrik Paul
Publicado: (2025)

Vertex misalignment and changepoint localization in network time series
por: Chen, Tianyi, et al.
Publicado: (2026)

Heavy Tail Robust Estimation and Inference for Average Treatment Effects
por: Hill, Jonathan B., et al.
Publicado: (2024)

Improved Concentration for Mean Estimators via Shrinkage
por: Catão, Antônio, et al.
Publicado: (2025)

Empirical Decision Theory
por: Jansen, Christoph, et al.
Publicado: (2025)

A robust approach for generalized linear models based on maximum Lq-likelihood procedure
por: Osorio, Felipe, et al.
Publicado: (2024)

Differentially private multivariate medians
por: Ramsay, Kelly, et al.
Publicado: (2022)

Robust Penalized Estimators for High--Dimensional Generalized Linear Models
por: Valdora, Marina, et al.
Publicado: (2023)

Robust variance estimators in application to segmentation of measurement data distorted by impulsive and non-Gaussian noise
por: Witulska, Justyna, et al.
Publicado: (2025)

Adaptive Transfer Clustering: A Unified Framework
por: Gu, Yuqi, et al.
Publicado: (2024)

Uncertainty Quantification for Noisy Low-tubal-rank Tensor Completion
por: Shang, Jiuqian, et al.
Publicado: (2026)

Exclusivity Classes and Partitions of Loss Functions
por: Halkiewicz, Stanisław M. S.
Publicado: (2025)

Testing for latent structure via the Wilcoxon--Wigner random matrix of normalized rank statistics
por: Liao, Jonquil Z., et al.
Publicado: (2025)

Asymptotic Distribution of Low-Dimensional Patterns Induced by Non-Differentiable Regularizers under General Loss Functions
por: Hejný, Ivan, et al.
Publicado: (2025)

Subsample-Based Estimation under Dynamic Contamination
por: Yang, Yukai, et al.
Publicado: (2026)

Consistency of MLE in partially observed diffusion models on a torus
por: Ekren, Ibrahim, et al.
Publicado: (2024)

Robust Statistical Comparison of Random Variables with Locally Varying Scale of Measurement
por: Jansen, Christoph, et al.
Publicado: (2023)

Adversarial Robust Low Rank Matrix Estimation: Compressed Sensing and Matrix Completion
por: Sasai, Takeyuki, et al.
Publicado: (2020)

Minimum Covariance Determinant Estimator and Outlier Detection for Interval-valued Data
por: Loureiro, Catarina P., et al.
Publicado: (2026)

Confidence intervals for causal effects in sequential decision making
por: Vovk, Vladimir, et al.
Publicado: (2026)

Robust $M$-Estimation of Scatter Matrices via Precision Structure Shrinkage
por: Nikai, Soma, et al.
Publicado: (2026)

Robust Score Matching
por: Schwank, Richard, et al.
Publicado: (2025)

A Bayesian approach to inverse problems in spaces of measures
por: Huynh, Phuoc-Truong
Publicado: (2025)

Inference Functionals and Observation Operators for Distributional Statistical Models
por: Labouriau, R.
Publicado: (2026)

Outlier Robust and Sparse Estimation of Linear Regression Coefficients
por: Sasai, Takeyuki, et al.
Publicado: (2022)

Location and scatter halfspace median under α-symmetric distributions
por: Bočinec, Filip, et al.
Publicado: (2025)

Upper and lower bounds for local Lipschitz stability of Bayesian posteriors
por: Cvetković, Nada, et al.
Publicado: (2025)

Score-based diffusion models for diffuse optical tomography with uncertainty quantification
por: Schneider, Fabian, et al.
Publicado: (2026)

Truncated, Censored, and Actuarial Payment-type Moments for Robust Fitting of a Single-parameter Pareto Distribution
por: Poudyal, Chudamani
Publicado: (2021)