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Divyat Mahajan
Divyat Mahajan
Ph.D. Student, Mila
Verified email at mila.quebec - Homepage
Title
Cited by
Cited by
Year
Domain generalization using causal matching
D Mahajan, S Tople, A Sharma
International conference on machine learning, 7313-7324, 2021
3582021
Preserving causal constraints in counterfactual explanations for machine learning classifiers
D Mahajan, C Tan, A Sharma
arXiv preprint arXiv:1912.03277, 2019
2642019
Towards unifying feature attribution and counterfactual explanations: Different means to the same end
R Kommiya Mothilal, D Mahajan, C Tan, A Sharma
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 652-663, 2021
1222021
Interventional causal representation learning
K Ahuja, D Mahajan, Y Wang, Y Bengio
International conference on machine learning, 372-407, 2023
1202023
Synergies between disentanglement and sparsity: Generalization and identifiability in multi-task learning
S Lachapelle, T Deleu, D Mahajan, I Mitliagkas, Y Bengio, ...
International Conference on Machine Learning, 18171-18206, 2023
442023
Additive decoders for latent variables identification and cartesian-product extrapolation
S Lachapelle*, D Mahajan*, I Mitliagkas, S Lacoste-Julien
Advances in Neural Information Processing Systems 36, 25112-25150, 2023
292023
Empirical analysis of model selection for heterogeneous causal effect estimation
D Mahajan, I Mitliagkas, B Neal, V Syrgkanis
The Twelfth International Conference on Learning Representations (ICLR) 2024, 2022
272022
A generative framework for zero shot learning with adversarial domain adaptation
V Khare*, D Mahajan*, H Bharadhwaj, VK Verma, P Rai
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
242020
Towards efficient representation identification in supervised learning
K Ahuja*, D Mahajan*, V Syrgkanis, I Mitliagkas
Conference on Causal Learning and Reasoning, 19-43, 2022
162022
The Connection between Out-of-Distribution Generalization and Privacy of ML Models
D Mahajan, S Tople, A Sharma
arXiv preprint arXiv:2110.03369, 2021
13*2021
Evaluating interventional reasoning capabilities of large language models
T Kasetty, D Mahajan, GK Dziugaite, A Drouin, D Sridhar
arXiv preprint arXiv:2404.05545, 2024
62024
Split-treatment analysis to rank heterogeneous causal effects for prospective interventions
Y Xu, D Mahajan, L Manrao, A Sharma, E Kıcıman
Proceedings of the 14th ACM International Conference on Web Search and Data …, 2021
22021
Compositional risk minimization
D Mahajan, M Pezeshki, C Arnal, I Mitliagkas, K Ahuja, P Vincent
arXiv preprint arXiv:2410.06303, 2024
12024
Learning to Defer for Causal Discovery with Imperfect Experts
O Clivio, D Mahajan, P Taslakian, S Magliacane, I Mitliagkas, ...
arXiv preprint arXiv:2502.13132, 2025
2025
Zero-Shot Learning of Causal Models
D Mahajan, J Gladrow, A Hilmkil, C Zhang, M Scetbon
arXiv preprint arXiv:2410.06128, 2024
2024
Provably Learning Disentangled & Compositional Models
D Mahajan
2024
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