We stand with Ukraine  

Joseph D. Janizek

Orcid: 0000-0003-1804-7133

According to our database1, Joseph D. Janizek authored at least 11 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2019
2020
2021
2022
2023
2024
0
1
2
3
4
5
1
3
2
2
2
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
LAB-Bench: Measuring Capabilities of Language Models for Biology Research.
[BibTeX]
[DOI]
Jon M. Laurent
,
Joseph D. Janizek
,
Michael Ruzo
,
Michaela M. Hinks
,
Michael J. Hammerling
,
Siddharth Narayanan
,
Manvitha Ponnapati
,
Andrew D. White
,
Samuel G. Rodriques
CoRR, 2024

2022
Understanding Biomedical Machine Learning Models
[BibTeX]
[DOI]
Joseph D. Janizek
PhD thesis, 2022

2021
Improving performance of deep learning models with axiomatic attribution priors and expected gradients.
[BibTeX]
[DOI]
Gabriel G. Erion
,
Joseph D. Janizek
,
Pascal Sturmfels
,
Scott M. Lundberg
,
Su-In Lee
Nat. Mach. Intell., 2021

AI for radiographic COVID-19 detection selects shortcuts over signal.
[BibTeX]
[DOI]
Alex J. DeGrave
,
Joseph D. Janizek
,
Su-In Lee
Nat. Mach. Intell., 2021

Explaining Explanations: Axiomatic Feature Interactions for Deep Networks.
[BibTeX]
[DOI]
Joseph D. Janizek
,
Pascal Sturmfels
,
Su-In Lee
J. Mach. Learn. Res., 2021

2020
True to the Model or True to the Data?
[BibTeX]
[DOI]
Hugh Chen
,
Joseph D. Janizek
,
Scott M. Lundberg
,
Su-In Lee
CoRR, 2020

Adversarial deconfounding autoencoder for learning robust gene expression embeddings.
[BibTeX]
[DOI]
Ayse Berceste Dincer
,
Joseph D. Janizek
,
Su-In Lee
Bioinform., 2020

Learning Deep Attribution Priors Based On Prior Knowledge.
[BibTeX]
[DOI]
Ethan Weinberger
,
Joseph D. Janizek
,
Su-In Lee
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

An adversarial approach for the robust classification of pneumonia from chest radiographs.
[BibTeX]
[DOI]
Joseph D. Janizek
,
Gabriel G. Erion
,
Alex J. DeGrave
,
Su-In Lee
Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020

2019
Learned Feature Attribution Priors.
[BibTeX]
[DOI]
Ethan Weinberger
,
Joseph D. Janizek
,
Su-In Lee
CoRR, 2019

Learning Explainable Models Using Attribution Priors.
[BibTeX]
[DOI]
Gabriel G. Erion
,
Joseph D. Janizek
,
Pascal Sturmfels
,
Scott M. Lundberg
,
Su-In Lee
CoRR, 2019


  Loading...