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Scalable Interpretability via Polynomials



Abhimanyu Dubey , Filip Radenovic , Dhruv Mahajan

* 26 pages including appendix. v2 includes source code link at https://github.com/facebookresearch/nbm-spam, and fixes to baseline results in Table 1 

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Neural Basis Models for Interpretability



Filip Radenovic , Abhimanyu Dubey , Dhruv Mahajan

* 17 pages including appendix. v2 includes link to source code available at https://github.com/facebookresearch/nbm-spam 

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Private and Byzantine-Proof Cooperative Decision-Making



Abhimanyu Dubey , Alex Pentland

* Full version of AAMAS 2020 paper uploaded to arXiv 

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Adaptive Methods for Aggregated Domain Generalization



Xavier Thomas , Dhruv Mahajan , Alex Pentland , Abhimanyu Dubey


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One More Step Towards Reality: Cooperative Bandits with Imperfect Communication



Udari Madhushani , Abhimanyu Dubey , Naomi Ehrich Leonard , Alex Pentland

* Conference on Neural Information Processing Systems, 2021 

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Social influence leads to the formation of diverse local trends



Ziv Epstein , Matthew Groh , Abhimanyu Dubey , Alex "Sandy" Pentland

* 18 pages, to appear in CSCW October 2021 

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Adaptive Methods for Real-World Domain Generalization



Abhimanyu Dubey , Vignesh Ramanathan , Alex Pentland , Dhruv Mahajan

* To appear as an oral presentation in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. v2 corrects double printing of appendix 

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