Peter J. Castaldi

Joined

July 2019

Names

Peter J. Castaldi

Emails

****@channing.harvard.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Harvard University (harvard.edu)

2016 – 2021

Instructor

Harvard University (harvard.edu)

2013 – 2016

Assistant Professor

Tufts University (tufts.edu)

2009 – 2013

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Feature Importance via Sets of Locally Performant Linear Models
Fatemeh Tohidian, Davin Hill, Aria Masoomi, Peter J. Castaldi, Jennifer Dy
- AISTATS 2026 Poster
- Readers: Everyone
Explanations of Black-Box Models based on Directional Feature Interactions
Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis, Jennifer Dy
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Spotlight
- Readers: Everyone
Multiple Clustering Views from Multiple Uncertain Experts
Yale Chang, Junxiang Chen, Michael H. Cho, Peter J. Castaldi, Edwin K. Silverman, Jennifer G. Dy
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone
Dual beta process priors for latent cluster discovery in chronic obstructive pulmonary disease
James C. Ross, Peter J. Castaldi, Michael H. Cho, Jennifer G. Dy
- 2014 (modified: 16 Jul 2019)
- KDD 2014
- Readers: Everyone

Co-Authors