Saachi Jain

Saachi Jain

Massachusetts Institute of Technology

H-index: 10

North America-United States

About Saachi Jain

Saachi Jain, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Machine Learning, Graph Theory, Distribution Shift.

His recent articles reflect a diverse array of research interests and contributions to the field:

Better than Balancing: Debiasing through Data Attribution

Dataset interfaces: Diagnosing model failures using controllable counterfactual generation

Jointly Embedding Protein Structures and Sequences through Residue Level Alignment

A data-based perspective on transfer learning

When does bias transfer in transfer learning?

Distilling model failures as directions in latent space

Combining diverse feature priors

Missingness bias in model debugging

Saachi Jain Information

University

Position

___

Citations(all)

422

Citations(since 2020)

416

Cited By

72

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Saachi Jain Skills & Research Interests

Machine Learning

Graph Theory

Distribution Shift

Top articles of Saachi Jain

Better than Balancing: Debiasing through Data Attribution

2023/12/7

Saachi Jain
Saachi Jain

H-Index: 3

Kristian Georgiev
Kristian Georgiev

H-Index: 1

Dataset interfaces: Diagnosing model failures using controllable counterfactual generation

arXiv preprint arXiv:2302.07865

2023/2/15

Jointly Embedding Protein Structures and Sequences through Residue Level Alignment

Machine Learning for Structural Biology Workshop, NeurIPS

2023

Saachi Jain
Saachi Jain

H-Index: 3

A data-based perspective on transfer learning

2023

When does bias transfer in transfer learning?

arXiv preprint arXiv:2207.02842

2022/7/6

Distilling model failures as directions in latent space

arXiv preprint arXiv:2206.14754

2022/6/29

Combining diverse feature priors

2022/6/28

Saachi Jain
Saachi Jain

H-Index: 3

Dimitris Tsipras
Dimitris Tsipras

H-Index: 14

Missingness bias in model debugging

arXiv preprint arXiv:2204.08945

2022/4/19

Certified patch robustness via smoothed vision transformers

2022

A mechanism for producing aligned latent spaces with autoencoders

arXiv preprint arXiv:2106.15456

2021/6/29

Spectral lower bounds on the I/O complexity of computation graphs

2020/7/6

Saachi Jain
Saachi Jain

H-Index: 3

See List of Professors in Saachi Jain University(Massachusetts Institute of Technology)