Picture for Samuel Yeom

Samuel Yeom

Black-Box Audits for Group Distribution Shifts

Add code
Sep 08, 2022
Figure 1 for Black-Box Audits for Group Distribution Shifts
Figure 2 for Black-Box Audits for Group Distribution Shifts
Figure 3 for Black-Box Audits for Group Distribution Shifts
Figure 4 for Black-Box Audits for Group Distribution Shifts
Viaarxiv icon

Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness

Add code
Feb 24, 2020
Figure 1 for Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness
Viaarxiv icon

Learning Fair Representations for Kernel Models

Add code
Jun 27, 2019
Figure 1 for Learning Fair Representations for Kernel Models
Figure 2 for Learning Fair Representations for Kernel Models
Viaarxiv icon

FlipTest: Fairness Auditing via Optimal Transport

Add code
Jun 24, 2019
Figure 1 for FlipTest: Fairness Auditing via Optimal Transport
Figure 2 for FlipTest: Fairness Auditing via Optimal Transport
Figure 3 for FlipTest: Fairness Auditing via Optimal Transport
Figure 4 for FlipTest: Fairness Auditing via Optimal Transport
Viaarxiv icon

Hunting for Discriminatory Proxies in Linear Regression Models

Add code
Nov 02, 2018
Figure 1 for Hunting for Discriminatory Proxies in Linear Regression Models
Figure 2 for Hunting for Discriminatory Proxies in Linear Regression Models
Figure 3 for Hunting for Discriminatory Proxies in Linear Regression Models
Viaarxiv icon

Discriminative but Not Discriminatory: A Comparison of Fairness Definitions under Different Worldviews

Add code
Sep 06, 2018
Figure 1 for Discriminative but Not Discriminatory: A Comparison of Fairness Definitions under Different Worldviews
Figure 2 for Discriminative but Not Discriminatory: A Comparison of Fairness Definitions under Different Worldviews
Viaarxiv icon

Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting

Add code
May 04, 2018
Figure 1 for Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting
Figure 2 for Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting
Figure 3 for Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting
Figure 4 for Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting
Viaarxiv icon