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Abhinav Kumar
Abhinav Kumar
Ph.D. Candidate, MIT
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Probing classifiers are unreliable for concept removal and detection
A Kumar, C Tan, A Sharma
Advances in Neural Information Processing Systems 35, 17994-18008, 2022
142022
Causal Inference Using LLM-Guided Discovery
A Vashishtha, AG Reddy, A Kumar, S Bachu, VN Balasubramanian, ...
arXiv preprint arXiv:2310.15117, 2023
132023
Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations
A Kumar, A Deshpande, A Sharma
Advances in Neural Information Processing Systems 36, 2024
4*2024
Disentangling mixtures of unknown causal interventions
A Kumar, G Sinha
Uncertainty in Artificial Intelligence, 2093-2102, 2021
32021
A deep neural network method for analyzing the CMS High Granularity Calorimeter (HGCAL) events
G Grasseau, A Kumar, A Sartirana, A Lobanov, F Beaudette
EPJ Web of Conferences 245, 02003, 2020
12020
Teaching Transformers Causal Reasoning through Axiomatic Training
A Vashishtha, A Kumar, AG Reddy, VN Balasubramanian, A Sharma
arXiv preprint arXiv:2407.07612, 2024
2024
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