Compositional Risk Minimization
Mahajan, Divyat, Pezeshki, Mohammad, Mitliagkas, Ioannis, Ahuja, Kartik, Vincent, Pascal
Year of Publication 08.10.2024
Year of Publication 08.10.2024
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Journal Article
Zero-Shot Learning of Causal Models
Mahajan, Divyat, Gladrow, Jannes, Hilmkil, Agrin, Zhang, Cheng, Scetbon, Meyer
Year of Publication 08.10.2024
Year of Publication 08.10.2024
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Journal Article
Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation
Lachapelle, Sébastien, Mahajan, Divyat, Mitliagkas, Ioannis, Lacoste-Julien, Simon
Year of Publication 05.07.2023
Year of Publication 05.07.2023
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Journal Article
Empirical Analysis of Model Selection for Heterogeneous Causal Effect Estimation
Mahajan, Divyat, Mitliagkas, Ioannis, Neal, Brady, Syrgkanis, Vasilis
Year of Publication 03.11.2022
Year of Publication 03.11.2022
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Journal Article
Evaluating Interventional Reasoning Capabilities of Large Language Models
Kasetty, Tejas, Mahajan, Divyat, Dziugaite, Gintare Karolina, Drouin, Alexandre, Sridhar, Dhanya
Year of Publication 08.04.2024
Year of Publication 08.04.2024
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Journal Article
Towards efficient representation identification in supervised learning
Ahuja, Kartik, Mahajan, Divyat, Syrgkanis, Vasilis, Mitliagkas, Ioannis
Year of Publication 10.04.2022
Year of Publication 10.04.2022
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Journal Article
Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same End
Mothilal, Ramaravind Kommiya, Mahajan, Divyat, Tan, Chenhao, Sharma, Amit
Published in arXiv.org (29.05.2021)
Published in arXiv.org (29.05.2021)
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Journal Article
Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning
Lachapelle, Sébastien, Deleu, Tristan, Mahajan, Divyat, Mitliagkas, Ioannis, Bengio, Yoshua, Lacoste-Julien, Simon, Bertrand, Quentin
Year of Publication 26.11.2022
Year of Publication 26.11.2022
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Journal Article
Zero-Shot Learning of Causal Models
Mahajan, Divyat, Gladrow, Jannes, Agrin Hilmkil, Zhang, Cheng, Meyer Scetbon
Published in arXiv.org (08.10.2024)
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Published in arXiv.org (08.10.2024)
Paper
Compositional Risk Minimization
Mahajan, Divyat, Pezeshki, Mohammad, Mitliagkas, Ioannis, Ahuja, Kartik, Vincent, Pascal
Published in arXiv.org (08.10.2024)
Get full text
Published in arXiv.org (08.10.2024)
Paper