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Isha Puri
Isha Puri
PhD Student - AI/NLP@MIT, NSF Fellow, MIT Great Educators Fellow
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Openxai: Towards a transparent evaluation of model explanations
C Agarwal, S Krishna, E Saxena, M Pawelczyk, N Johnson, I Puri, M Zitnik, ...
NeurIPS 2023 - Advances in Neural Information Processing Systems 35, 15784-15799, 2023
1712023
CoFrNets: interpretable neural architecture inspired by continued fractions
I Puri, A Dhurandhar, T Pedapati, K Shanmugam, D Wei, KR Varshney
NeurIPS 2021 - Advances in neural information processing systems 34, 21668-21680, 2021
15*2021
Can AI Relate: Testing Large Language Model Response for Mental Health Support
S Gabriel, I Puri, X Xu, M Malgaroli, M Ghassemi
EMNLP 2024, 2024
82024
A system for accurate tracking and video recordings of rodent eye movements using convolutional neural networks for biomedical image segmentation
I Puri, DD Cox
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
72018
Improving Black-box Robustness with In-Context Rewriting
K O'Brien, N Ng, I Puri, J Mendez, H Palangi, Y Kim, M Ghassemi, ...
Transactions on Machine Learning Research (TMLR) 2024, 2024
22024
A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods
I Puri, S Sudalairaj, G Xu, K Xu, A Srivastava
arXiv preprint arXiv:2502.01618, 2025
2025
Advancing Equality: Harnessing Generative AI to Combat Systemic Racism
S Gabriel, JX Han, E Liu, I Puri, W So, F Christia, M Dahleh, C D’Ignazio, ...
MIT, 2024
2024
Interpretable neural network architecture using continued fractions
I Puri, A Dhurandhar, T Pedapati, K Shanmugam, D Wei, KR Varshney
US Patent App. 17/806,188, 2023
2023
Evaluating the Causal Reasoning Abilities of Large Language Models
I Puri, H Lakkaraju
ICML 2023, Knowledge and Logical Reasoning in the Era of Data-driven …, 2023
2023
Reconsidering the Algorithmic Fairness of Race Adjustment in Pulmonary Function Equations
I Puri, N Sehgal, U Bhalla
AAAI 2023, AI For Social Good Workshop 9058 (3130), 5928, 2022
2022
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Articles 1–10