متابعة
Divyat Mahajan
Divyat Mahajan
Ph.D. Student, Mila
بريد إلكتروني تم التحقق منه على mila.quebec - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Domain generalization using causal matching‏
D Mahajan, S Tople, A Sharma‏
International conference on machine learning, 7313-7324, 2021‏
3412021
Preserving causal constraints in counterfactual explanations for machine learning classifiers‏
D Mahajan, C Tan, A Sharma‏
arXiv preprint arXiv:1912.03277, 2019‏
2602019
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
1202021
Interventional causal representation learning‏
K Ahuja, D Mahajan, Y Wang, Y Bengio‏
International conference on machine learning, 372-407, 2023‏
1052023
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
402023
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
252023
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
252022
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
232020
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
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
Compositional Risk Minimization‏
D Mahajan, M Pezeshki, I Mitliagkas, K Ahuja, P Vincent‏
arXiv preprint arXiv:2410.06303, 2024‏
2024
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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مقالات 1–16