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Divyat Mahajan
Divyat Mahajan
Graduate Student, MILA
在 mila.quebec 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Domain generalization using causal matching
D Mahajan, S Tople, A Sharma
International conference on machine learning, 7313-7324, 2021
2782021
Preserving causal constraints in counterfactual explanations for machine learning classifiers
D Mahajan, C Tan, A Sharma
arXiv preprint arXiv:1912.03277, 2019
2352019
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
1022021
Interventional causal representation learning
K Ahuja, D Mahajan, Y Wang, Y Bengio
International conference on machine learning, 372-407, 2023
762023
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
242023
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
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, 2024
142024
Empirical Analysis of Model Selection for Heterogeneous Causal Effect Estimation
D Mahajan, I Mitliagkas, B Neal, V Syrgkanis
International Conference on Learning Representations 2024, 2022
112022
The Connection between Out-of-Distribution Generalization and Privacy of ML Models
D Mahajan, S Tople, A Sharma
arXiv preprint arXiv:2110.03369, 2021
7*2021
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
Evaluating Interventional Reasoning Capabilities of Large Language Models
T Kasetty, D Mahajan, GK Dziugaite, A Drouin, D Sridhar
arXiv preprint arXiv:2404.05545, 2024
12024
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