Picture for Benjamin Lengerich

Benjamin Lengerich

Contextualized Machine Learning

Add code
Oct 17, 2023
Figure 1 for Contextualized Machine Learning
Figure 2 for Contextualized Machine Learning
Figure 3 for Contextualized Machine Learning
Figure 4 for Contextualized Machine Learning
Viaarxiv icon

Estimating Discontinuous Time-Varying Risk Factors and Treatment Benefits for COVID-19 with Interpretable ML

Add code
Nov 15, 2022
Viaarxiv icon

On Dropout, Overfitting, and Interaction Effects in Deep Neural Networks

Add code
Jul 02, 2020
Figure 1 for On Dropout, Overfitting, and Interaction Effects in Deep Neural Networks
Figure 2 for On Dropout, Overfitting, and Interaction Effects in Deep Neural Networks
Figure 3 for On Dropout, Overfitting, and Interaction Effects in Deep Neural Networks
Figure 4 for On Dropout, Overfitting, and Interaction Effects in Deep Neural Networks
Viaarxiv icon

Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models

Add code
Nov 12, 2019
Figure 1 for Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models
Figure 2 for Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models
Figure 3 for Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models
Figure 4 for Purifying Interaction Effects with the Functional ANOVA: An Efficient Algorithm for Recovering Identifiable Additive Models
Viaarxiv icon

Learning Sample-Specific Models with Low-Rank Personalized Regression

Add code
Oct 15, 2019
Figure 1 for Learning Sample-Specific Models with Low-Rank Personalized Regression
Figure 2 for Learning Sample-Specific Models with Low-Rank Personalized Regression
Figure 3 for Learning Sample-Specific Models with Low-Rank Personalized Regression
Figure 4 for Learning Sample-Specific Models with Low-Rank Personalized Regression
Viaarxiv icon