Aditya Lahiri

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	All	Since 2019
Citations	30	30
h-index	4	4
i10-index	1	1

2022202320246 20 4

Co-authors

Babak SalimiAssistant Professor, UCSDVerified email at ucsd.edu
Kamran AlipourPhD in Computer Science, University of California San DiegoVerified email at ucsd.edu
Ehsan AdeliStanford UniversityVerified email at stanford.edu
Sainyam GalhotraCornell UniversityVerified email at cornell.edu
Romila PradhanAssistant Professor, Purdue UniversityVerified email at purdue.edu
John P. DickersonAssociate Professor of Computer Science, University of Maryland & Chief Scientist, Arthur AIVerified email at cs.umd.edu
Sahil VermaIIT Kanpur → University of Washington, SeattleVerified email at cs.washington.edu
Su-In LeeComputer Science & Engineering, University of WashingtonVerified email at cs.washington.edu
Michael J. PazzaniDistinguished Principal ScientistVerified email at isi.edu

Aditya Lahiri

University of California, San Diego

Verified email at ucsd.edu - Homepage

Model Explainability Tree ensembles Adversarial Training Active Learning


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Explainable ai: Foundations, applications, opportunities for data management research R Pradhan, A Lahiri, S Galhotra, B Salimi Proceedings of the 2022 International Conference on Management of Data, 2452 …, 2022	12	2022
Pitfalls of explainable ML: an industry perspective S Verma, A Lahiri, JP Dickerson, SI Lee arXiv preprint arXiv:2106.07758, 2021	8	2021
Combining counterfactuals with shapley values to explain image models A Lahiri, K Alipour, E Adeli, B Salimi arXiv preprint arXiv:2206.07087, 2022	5	2022
Explaining image classifiers using contrastive counterfactuals in generative latent spaces K Alipour, A Lahiri, E Adeli, B Salimi, M Pazzani arXiv preprint arXiv:2206.05257, 2022	4	2022
Accurate and Intuitive Contextual Explanations using Linear Model Trees A Lahiri, NU Edakunni arXiv preprint arXiv:2009.05322, 2020	1	2020
Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation J Hwa, Q Zhao, A Lahiri, A Masood, B Salimi, E Adeli arXiv preprint arXiv:2404.13798, 2024		2024
Deterministic Algorithmic Approaches to Solve Generalised Wordle A Lahiri, N Shah, S Agarwal, V Nandakumar arXiv preprint arXiv:2305.14756, 2023		2023
Contrastive, Causal, and Game Theoretic Explanations to Understand Multi-Modal Models A Lahiri University of California, San Diego, 2023		2023
Predicting Airbnb Rental Prices Using Multiple Feature Modalities A Ahuja, A Lahiri, A Das arXiv preprint arXiv:2112.06430, 2021		2021

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