Aditya Lahiri

Joined

April 2022

Names

Aditya Lahiri (Preferred)

Emails

****@ucsd.edu (Confirmed)

,

****@aexp.com

Personal Links

Career & Education History

MS student

University of California, San Diego (ucsd.edu)

2021 – 2023

Advisors, Relations & Conflicts

Coauthor

2021 – Present

Coauthor

2021 – Present

Expertise

explainable AI

Present

Causal Inference

Present

Publications

Explainable AI: Foundations, Applications, Opportunities for Data Management Research
Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi
- 2022 (modified: 19 Jan 2023)
- SIGMOD Conference 2022
- Readers: Everyone
Explainable AI: Foundations, Applications, Opportunities for Data Management Research
Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi
- 2022 (modified: 19 Jan 2023)
- ICDE 2022
- Readers: Everyone
Combining Counterfactuals With Shapley Values To Explain Image Models
Aditya Lahiri, Kamran Alipour, Ehsan Adeli, Babak Salimi
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
Explaining Image Classifiers Using Contrastive Counterfactuals in Generative Latent Spaces
Kamran Alipour, Aditya Lahiri, Ehsan Adeli, Babak Salimi, Michael J. Pazzani
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
Pitfalls of Explainable ML: An Industry Perspective
Sahil Verma, Aditya Lahiri, John P. Dickerson, Su-In Lee
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Predicting Airbnb Rental Prices Using Multiple Feature Modalities
Aditya Ahuja, Aditya Lahiri, Aniruddha Das
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Accurate and Intuitive Contextual Explanations using Linear Model Trees
Aditya Lahiri, Narayanan Unny Edakunni
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone

Co-Authors