Picture for Yongdai Kim

Yongdai Kim

META-ANOVA: Screening interactions for interpretable machine learning

Add code
Aug 02, 2024
Viaarxiv icon

Posterior concentrations of fully-connected Bayesian neural networks with general priors on the weights

Add code
Mar 21, 2024
Viaarxiv icon

Enhancing Adversarial Robustness in Low-Label Regime via Adaptively Weighted Regularization and Knowledge Distillation

Add code
Aug 08, 2023
Viaarxiv icon

Improving Performance of Semi-Supervised Learning by Adversarial Attacks

Add code
Aug 08, 2023
Figure 1 for Improving Performance of Semi-Supervised Learning by Adversarial Attacks
Figure 2 for Improving Performance of Semi-Supervised Learning by Adversarial Attacks
Viaarxiv icon

A Bayesian sparse factor model with adaptive posterior concentration

Add code
May 29, 2023
Viaarxiv icon

Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference

Add code
May 24, 2023
Viaarxiv icon

Covariate balancing using the integral probability metric for causal inference

Add code
May 23, 2023
Viaarxiv icon

Within-group fairness: A guidance for more sound between-group fairness

Add code
Jan 20, 2023
Viaarxiv icon

ODIM: an efficient method to detect outliers via inlier-memorization effect of deep generative models

Add code
Jan 11, 2023
Figure 1 for ODIM: an efficient method to detect outliers via inlier-memorization effect of deep generative models
Figure 2 for ODIM: an efficient method to detect outliers via inlier-memorization effect of deep generative models
Figure 3 for ODIM: an efficient method to detect outliers via inlier-memorization effect of deep generative models
Figure 4 for ODIM: an efficient method to detect outliers via inlier-memorization effect of deep generative models
Viaarxiv icon

Adaptive Regularization for Adversarial Training

Add code
Jun 07, 2022
Figure 1 for Adaptive Regularization for Adversarial Training
Figure 2 for Adaptive Regularization for Adversarial Training
Figure 3 for Adaptive Regularization for Adversarial Training
Figure 4 for Adaptive Regularization for Adversarial Training
Viaarxiv icon