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Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning.

S. Lachapelle, T. Deleu, D. Mahajan, I. Mitliagkas, Y. Bengio, S. Lacoste-Julien, and Q. Bertrand. ICML, volume 202 of Proceedings of Machine Learning Research, page 18171-18206. PMLR, (2023)

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Kiran Mahajan

Rupali Arunkumar Mahajan

Other publications of authors with the same name

Interventional Causal Representation Learning.K. Ahuja, D. Mahajan, Y. Wang, and Y. Bengio. ICML, volume 202 of Proceedings of Machine Learning Research, page 372-407. PMLR, (2023)Domain Generalization using Causal Matching.D. Mahajan, S. Tople, and A. Sharma. ICML, volume 139 of Proceedings of Machine Learning Research, page 7313-7324. PMLR, (2021)A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation.V. Khare, D. Mahajan, H. Bharadhwaj, V. Verma, and P. Rai. WACV, page 3090-3099. IEEE, (2020)Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same End.R. Mothilal, D. Mahajan, C. Tan, and A. Sharma. CoRR, (2020)Evaluating Interventional Reasoning Capabilities of Large Language Models.T. Kasetty, D. Mahajan, G. Dziugaite, A. Drouin, and D. Sridhar. CoRR, (2024)Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers.D. Mahajan, C. Tan, and A. Sharma. CoRR, (2019)Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions.Y. Xu, D. Mahajan, L. Manrao, A. Sharma, and E. Kiciman. CoRR, (2020)Towards efficient representation identification in supervised learning.K. Ahuja, D. Mahajan, V. Syrgkanis, and I. Mitliagkas. CLeaR, volume 177 of Proceedings of Machine Learning Research, page 19-43. PMLR, (2022)Interventional Causal Representation Learning.K. Ahuja, Y. Wang, D. Mahajan, and Y. Bengio. CoRR, (2022)Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions.Y. Xu, D. Mahajan, L. Manrao, A. Sharma, and E. Kiciman. WSDM, page 409-417. ACM, (2021)

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Disambiguation of "Mahajan, Divyat"

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Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning.

Please choose a person to relate this publication to

Kiran Mahajan

Rupali Arunkumar Mahajan

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Mahajan, Divyat"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning.

Please choose a person to relate this publication to

Kiran Mahajan

Rupali Arunkumar Mahajan

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
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Chicago
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Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning.