What Is Model Robustness? - The Friendly Statistician

The Friendly Statistician

What Is Model Robustness? - The Friendly Statistician

4 months ago - 3:58

Why Is AI Model Robustness Crucial For ML Engineers? - AI and Machine Learning Explained

AI and Machine Learning Explained

Why Is AI Model Robustness Crucial For ML Engineers? - AI and Machine Learning Explained

4 months ago - 3:56

Stanford CS230 | Autumn 2025 | Lecture 4: Adversarial Robustness and Generative Models

Stanford Online

Stanford CS230 | Autumn 2025 | Lecture 4: Adversarial Robustness and Generative Models

2 months ago - 1:47:17

ECCV 2020 Tutorial on Adversarial Robustness of Deep Learning Models by Pin-Yu Chen (IBM Research)

TrustworthyAI

ECCV 2020 Tutorial on Adversarial Robustness of Deep Learning Models by Pin-Yu Chen (IBM Research)

5 years ago - 1:22:25

Understanding Model Robustness: A Guide for English Learners

Word Wisdom

Understanding Model Robustness: A Guide for English Learners

1 year ago - 2:45

【EP7】Finetuning Vision Models: Improving Robustness and Accuracy

The AI Talks

【EP7】Finetuning Vision Models: Improving Robustness and Accuracy

3 years ago - 40:29

#93 Robustness in Biological Systems | Computational Systems Biology

NPTEL-NOC IITM

#93 Robustness in Biological Systems | Computational Systems Biology

6 years ago - 15:17

Robustness and Strategic Concerns in Machine Learning - Yu Cheng

Institute for Advanced Study

Robustness and Strategic Concerns in Machine Learning - Yu Cheng

6 years ago - 15:09

How to do MMM stability and robustness checks | Modern Analytics Ep. 5

Recast

How to do MMM stability and robustness checks | Modern Analytics Ep. 5

1 year ago - 5:06

Is your model robust? | Deep Learning

Bits Of Deep Learning

Is your model robust? | Deep Learning

4 years ago - 13:36

Robustness in Statistics

Simplistics (QuantPsych)

Robustness in Statistics

4 years ago - 12:54

What Is Robust Control? | Robust Control, Part 1

MATLAB

What Is Robust Control? | Robust Control, Part 1

5 years ago - 13:20

Computer Vision Meetup: Simple & Scalable Approach to Improve Vision Model Robustness to Corruptions

Voxel51

Computer Vision Meetup: Simple & Scalable Approach to Improve Vision Model Robustness to Corruptions

11 months ago - 16:15

Certification of Model Robustness in Active Class Selection

Mirko

Certification of Model Robustness in Active Class Selection

4 years ago - 6:58

Ensuring Robustness and Reliability in AI Systems

NextGen AI Explorer

Ensuring Robustness and Reliability in AI Systems

1 year ago - 4:13

Recent Progress in Adversarial Robustness of AI Models: Attacks, Defenses, and Certification

IBM Research

Recent Progress in Adversarial Robustness of AI Models: Attacks, Defenses, and Certification

6 years ago - 59:43

Quantifying Foundation Model Robustness: the Robustness Index: Edwin de Jong, 23/06/25

TIA Warwick

Quantifying Foundation Model Robustness: the Robustness Index: Edwin de Jong, 23/06/25

6 months ago - 55:17

Structural model robustness checks in PLS-SEM

Health topic

Structural model robustness checks in PLS-SEM

4 months ago - 40:26

Evaluating Model Robustness Explained Simply

Microlearning Educational Concepts

Evaluating Model Robustness Explained Simply

5 months ago - 2:21

Consistency & robustness in #generativeai models are crucial for software stability and performance

The TWIML AI Podcast with Sam Charrington

Consistency & robustness in #generativeai models are crucial for software stability and performance

2 years ago - 0:17

Unmasking Adversarial Attacks: Improving Model Robustness

InfoLab Research Laboratory

Unmasking Adversarial Attacks: Improving Model Robustness

1 year ago - 3:09

A Real-World Implementation of Active Inference - Physical Model Robustness Test

Burak Ergül

A Real-World Implementation of Active Inference - Physical Model Robustness Test

5 years ago - 0:20

Adversarial Robustness

Center for AI Safety

Adversarial Robustness

3 years ago - 30:55

On Robustness and Generative Modeling

USC Information Sciences Institute

On Robustness and Generative Modeling

1 year ago - 1:03:46

What is robustness? How to do robustness in R

Simplistics (QuantPsych)

What is robustness? How to do robustness in R

7 years ago - 38:30

Robust optimization

Dr. Clausen

Robust optimization

4 years ago - 9:36

Statistics Made Easy 5.7: Robust and Clustered Standard Errors

Statistics Made Easy

Statistics Made Easy 5.7: Robust and Clustered Standard Errors

1 year ago - 9:37

Robustness Checks using #SmartPLS4 - Linearity - Endogeneity - Heterogeneity

Research With Fawad

Robustness Checks using #SmartPLS4 - Linearity - Endogeneity - Heterogeneity

2 years ago - 20:01

Validate Model Robustness #softwaretesting #machinelearning

Software Testing by Daniel Knott

Validate Model Robustness #softwaretesting #machinelearning

1 year ago - 0:11

Model-based Robust Deep Learning - Alexander Robey

Workshop on Equivariance and Data Augmentation

Model-based Robust Deep Learning - Alexander Robey

5 years ago - 26:03

Why is robustness important in ai models

Only Human by Akshyae Singh

Why is robustness important in ai models

4 months ago - 1:21

Deci AI Model Robustness for Improved Performance Over Time

Arize AI

Deci AI Model Robustness for Improved Performance Over Time

2 years ago - 16:37

Robust Regression with Huber Loss - Clearly Explained

AiML Mastery Club

Robust Regression with Huber Loss - Clearly Explained

2 years ago - 9:28

Augmentation Strategies to Enhance Model Robustness #ai #artificialintelligence #machinelearning

NextGen AI Explorer

Augmentation Strategies to Enhance Model Robustness #ai #artificialintelligence #machinelearning

7 months ago - 0:49

How to Detect Attacks on AI ML Models: Adversarial Robustness Toolbox

Hands-on AI

How to Detect Attacks on AI ML Models: Adversarial Robustness Toolbox

1 year ago - 14:24

Bo Li: Trustworthy Machine Learning: Robustness, Privacy, Generalization, and their Interconnections

C3 Digital Transformation Institute

Bo Li: Trustworthy Machine Learning: Robustness, Privacy, Generalization, and their Interconnections

3 years ago - 59:42

KDD 2025 - Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?

Association for Computing Machinery (ACM)

KDD 2025 - Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?

9 months ago - 1:46

Machine Learning Robustness Study: Building Out an Increasingly Diverse Dataset

IQT

Machine Learning Robustness Study: Building Out an Increasingly Diverse Dataset

5 years ago - 30:47

Model Robustness Checks in PLS-SEM I Unobserved Heterogeneity I Non-Linear Effects I Endogeneity

Fuller Lives

Model Robustness Checks in PLS-SEM I Unobserved Heterogeneity I Non-Linear Effects I Endogeneity

1 year ago - 3:18:28

What is Robustness of a Trading Strategy?

Algorithmic Traders Association

What is Robustness of a Trading Strategy?

9 years ago - 18:28

ML Robustness & Engineering - Andrew Ilyas (MIT)

Machine Learning Street Talk

ML Robustness & Engineering - Andrew Ilyas (MIT)

1 year ago - 1:28:01

Pin-Yu Chen: AI Model Inspector: Towards Holistic Adversarial Robustness for Deep Learning

C3 Digital Transformation Institute

Pin-Yu Chen: AI Model Inspector: Towards Holistic Adversarial Robustness for Deep Learning

3 years ago - 1:01:31

【EP11】Improving Robustness to Distribution Shifts: Methods and Benchmarks

The AI Talks

【EP11】Improving Robustness to Distribution Shifts: Methods and Benchmarks

3 years ago - 31:31

Contrastive Learning Improves Model Robustness Under Label Noise

Learning with Limited and Imperfect Data

Contrastive Learning Improves Model Robustness Under Label Noise

4 years ago - 15:56

How Does Metrics Aggregation Ensure Model Robustness?

AI and Machine Learning Explained

How Does Metrics Aggregation Ensure Model Robustness?

4 weeks ago - 3:03

[ICML'21] SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation

Cornell Zhang Research Group

[ICML'21] SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation

4 years ago - 5:01