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Adaptive Huber Regression

Journal of the American Statistical Association, 2020-01, Vol.115 (529), p.254-265

2020

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Self-challenging Improves Cross-Domain Generalization

Computer Vision - ECCV 2020, 2020, Vol.12347, p.124-140

2020

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Methods for robust estimation of multitype branching processes with a focus on the Poisson offspring distribution

AIP Conference Proceedings, 2023, Vol.2849 (1)

2023

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Optimism in the Face of Adversity: Understanding and Improving Deep Learning Through Adversarial Robustness

Proceedings of the IEEE, 2021-05, Vol.109 (5), p.635-659

2021

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Robustness evaluation of pencil beam scanning proton therapy treatment planning: A systematic review

Radiotherapy and oncology, 2024-08, Vol.197, p.110365, Article 110365

2024

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Locally Robust Semiparametric Estimation

Econometrica, 2022-07, Vol.90 (4), p.1501-1535

2022

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Robust decentralized control of coupled systems via risk sensitive control of decoupled or simple models with measure change

Systems & control letters, 2024-11, Vol.193, p.105915, Article 105915

2024

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Foundations of static and dynamic absolute concentration robustness

Journal of mathematical biology, 2022-11, Vol.85 (5), p.53-53, Article 53

2022

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A Systematic Review on Software Robustness Assessment

ACM computing surveys, 2021-07, Vol.54 (4), p.1-65

2021

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Revisiting the Trade-Off Between Accuracy and Robustness Via Weight Distribution of Filters

IEEE transactions on pattern analysis and machine intelligence, 2024-06, Vol.PP, p.1-12

2024

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On Robust Parameter Estimation in Finite-Time Without Persistence of Excitation

IEEE transactions on automatic control, 2020-04, Vol.65 (4), p.1731-1738

2020

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Robust Predictive Control of Three-Level NPC Back-to-Back Power Converter PMSG Wind Turbine Systems With Revised Predictions

IEEE transactions on power electronics, 2018-11, Vol.33 (11), p.9588-9598

2018

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WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification

IEEE transactions on image processing, 2021, Vol.30, p.7074-7089

2021

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A Noise-Tolerant [Formula Omitted]-WTA Model With Its Application on Multirobot System

IEEE transactions on industrial informatics, 2024-01, Vol.20 (3), p.3574

2024

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A Simple Way to Make Neural Networks Robust Against Diverse Image Corruptions

Computer Vision - ECCV 2020, 2020, Vol.12348, p.53-69

2020

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Robust Policy Iteration for Continuous-Time Linear Quadratic Regulation

IEEE transactions on automatic control, 2022-01, Vol.67 (1), p.504-511

2022

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Experimental and numerical studies of a novel track bistable nonlinear energy sink with improved energy robustness for structural response mitigation

Engineering structures, 2021-06, Vol.237, p.112184, Article 112184

2021

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Unsupervised Clustering and Active Learning of Hyperspectral Images With Nonlinear Diffusion

IEEE transactions on geoscience and remote sensing, 2019-03, Vol.57 (3), p.1829-1845

2019

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Double-Loop Integral Terminal Sliding Mode Tracking Control for UUVs With Adaptive Dynamic Compensation of Uncertainties and Disturbances

IEEE journal of oceanic engineering, 2019-01, Vol.44 (1), p.29-53

2019

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Microgrids Energy Management Using Robust Convex Programming

IEEE transactions on smart grid, 2019-07, Vol.10 (4), p.4520-4530

2019

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Statistical and Numerical Robust State Estimator for Heavily Loaded Power Systems

IEEE transactions on power systems, 2018-11, Vol.33 (6), p.6904-6914

2018

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Healable and Recyclable Elastomers with Record‐High Mechanical Robustness, Unprecedented Crack Tolerance, and Superhigh Elastic Restorability

Advanced materials (Weinheim), 2021-07, Vol.33 (27), p.e2101498-n/a

2021

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GCRL: a graph neural network framework for network connectivity robustness learning

New journal of physics, 2024-09, Vol.26 (9), p.93004

2024

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Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine Breakdowns

IEEE transactions on cybernetics, 2019-01, Vol.49 (1), p.184-197

2019

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Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks

IEEE transactions on signal processing, 2020-01, Vol.68, p.1-1

2020

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Adaptive Huber Regression

Self-challenging Improves Cross-Domain Generalization

Methods for robust estimation of multitype branching processes with a focus on the Poisson offspring distribution

Optimism in the Face of Adversity: Understanding and Improving Deep Learning Through Adversarial Robustness

Robustness evaluation of pencil beam scanning proton therapy treatment planning: A systematic review

Locally Robust Semiparametric Estimation

Robust decentralized control of coupled systems via risk sensitive control of decoupled or simple models with measure change

Foundations of static and dynamic absolute concentration robustness

A Systematic Review on Software Robustness Assessment

Revisiting the Trade-Off Between Accuracy and Robustness Via Weight Distribution of Filters

On Robust Parameter Estimation in Finite-Time Without Persistence of Excitation

Robust Predictive Control of Three-Level NPC Back-to-Back Power Converter PMSG Wind Turbine Systems With Revised Predictions

WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification

A Noise-Tolerant [Formula Omitted]-WTA Model With Its Application on Multirobot System

A Simple Way to Make Neural Networks Robust Against Diverse Image Corruptions

Robust Policy Iteration for Continuous-Time Linear Quadratic Regulation

Experimental and numerical studies of a novel track bistable nonlinear energy sink with improved energy robustness for structural response mitigation

Unsupervised Clustering and Active Learning of Hyperspectral Images With Nonlinear Diffusion

Double-Loop Integral Terminal Sliding Mode Tracking Control for UUVs With Adaptive Dynamic Compensation of Uncertainties and Disturbances

Microgrids Energy Management Using Robust Convex Programming

Statistical and Numerical Robust State Estimator for Heavily Loaded Power Systems

Healable and Recyclable Elastomers with Record‐High Mechanical Robustness, Unprecedented Crack Tolerance, and Superhigh Elastic Restorability

GCRL: a graph neural network framework for network connectivity robustness learning

Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine Breakdowns

Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks

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