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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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Investigating and Modeling the Dynamics of Long Ties



Ding Lyu , Yuan Yuan , Lin Wang , Xiaofan Wang , Alex Pentland

* 46 pages, 18 figures 

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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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Provably Efficient Cooperative Multi-Agent Reinforcement Learning with Function Approximation



Abhimanyu Dubey , Alex Pentland

* 53 pages including Appendix 

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Differentially-Private Federated Linear Bandits



Abhimanyu Dubey , Alex Pentland

* 22 pages. Camera-ready for NeurIPS 2020 

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Cooperative Multi-Agent Bandits with Heavy Tails



Abhimanyu Dubey , Alex Pentland

* 26 pages including appendix, camera-ready for ICML 2020 

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Kernel Methods for Cooperative Multi-Agent Contextual Bandits



Abhimanyu Dubey , Alex Pentland

* 19 pages including supplement, camera-ready at ICML 2020 

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