Abhimanyu Dubey

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Nikhil NaikSalesforce Research, MITVerified email at mit.edu
Alex `Sandy' PentlandProfessor MITVerified email at mit.edu
Ryan FarrellAssistant Professor of Computer Science, Brigham Young University (BYU)Verified email at cs.byu.edu
Esteban MoroAssociate Professor, Department Mathematics, Universidad Carlos III de MadridVerified email at math.uc3m.es
Devi ParikhGeorgia Tech, Facebook AI ResearchVerified email at gatech.edu
Cesar A. HidalgoCenter for Collective Learning, ANITI, TSE, Universities of Toulouse, Manchester, & HarvardVerified email at tse-fr.eu
Dhruv MahajanResearch Scientist at Computer Vision Group, Facebook AIVerified email at fb.com
Narendra AhujaDonald Biggar Willet Professor, University of Illinois at Urbana-ChampagnVerified email at illinois.edu
Laurens van der MaatenResearch Director, Facebook AI ResearchVerified email at fb.com
Sharon Yixuan LiUniversity of Wisconsin-MadisonVerified email at cs.wisc.edu
Sumeet AgarwalIndian Institute of Technology DelhiVerified email at iitd.ac.in
Vignesh RamanathanResearch Scientist at FacebookVerified email at fb.com
Naomi LeonardProfessor of Mechanical and Aerospace Engineering, Princeton UniversityVerified email at princeton.edu
Udari MadhushaniGraduate Student, Princeton UniversityVerified email at princeton.edu
Rahul SukthankarGoogle ResearchVerified email at google.com
Dan RavivFaculty, School of Electrical Engineering, Faculty of Engineering, Tel Aviv UniversityVerified email at tauex.tau.ac.il

Abhimanyu Dubey

Facebook AI Research

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Machine Learning


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Deep learning the city: Quantifying urban perception at a global scale A Dubey, N Naik, D Parikh, R Raskar, CA Hidalgo Proceedings of the European Conference on Computer Vision (ECCV), 196-212, 2016	254	2016
Pairwise confusion for fine-grained visual classification A Dubey, O Gupta, P Guo, R Raskar, R Farrell, N Naik Proceedings of the European Conference on Computer Vision (ECCV), 70-86, 2018	148	2018
Maximum-entropy fine-grained classification A Dubey, O Gupta, R Raskar, N Naik Advances in Neural Information Processing Systems 31, 2018	85	2018
No Peek: A Survey of private distributed deep learning P Vepakomma, T Swedish, R Raskar, O Gupta, A Dubey arXiv preprint arXiv:1812.03288, 2018	67	2018
Coreset-Based Neural Network Compression A Dubey, M Chatterjee, N Ahuja Proceedings of the European Conference on Computer Vision (ECCV), 454-470, 2018	58	2018
Reducing leakage in distributed deep learning for sensitive health data P Vepakomma, O Gupta, A Dubey, R Raskar arXiv preprint arXiv:1812.00564, 2019	48	2019
Defense against adversarial images using web-scale nearest-neighbor search A Dubey, L Maaten, Z Yalniz, Y Li, D Mahajan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	46	2019
Differentially-Private Federated Linear Bandits A Dubey, A Pentland Advances in Neural Information Processing Systems, 2020	34	2020
Closing the AI Knowledge Gap Z Epstein, BH Payne, JH Shen, A Dubey, B Felbo, M Groh, N Obradovich, ... arXiv preprint arXiv:1803.07233, 2018	27	2018
Computer vision and real estate: Do looks matter and do incentives determine looks EL Glaeser, MS Kincaid, N Naik National Bureau of Economic Research, 2018	23	2018
Cooperative multi-agent bandits with heavy tails A Dubey, A Pentland International Conference on Machine Learning, 2730-2739, 2020	19	2020
MemeSequencer: Sparse Matching for Embedding Image Macros A Dubey, E Moro, M Cebrian, I Rahwan Proceedings of the 2018 World Wide Web Conference on World Wide Web, 1225-1235, 2018	15	2018
Kernel methods for cooperative multi-agent contextual bandits A Dubey, A Pentland International Conference on Machine Learning, 2740-2750, 2020	14	2020
Adaptive methods for real-world domain generalization A Dubey, V Ramanathan, A Pentland, D Mahajan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	11	2021
Leveraging Communication Topologies Between Learning Agents in Deep Reinforcement Learning D Adjodah, D Calacci, A Dubey, A Goyal, P Krafft, E Moro, A Pentland arXiv preprint arXiv:1902.06740, 2019	11	2019
Private and Byzantine-Proof Cooperative Decision-Making. A Dubey, A Pentland AAMAS, 357-365, 2020	10	2020
TuringBox: An Experimental Platform for the Evaluation of AI Systems Z Epstein, BH Payne, JH Shen, CJ Hong, B Felbo, A Dubey, M Groh, ... IJCAI, 5826-5828, 2018	10	2018
Thompson Sampling on Symmetric -Stable Bandits A Dubey, A Pentland arXiv preprint arXiv:1907.03821, 2019	7	2019
Modeling Image Virality with Pairwise Spatial Transformer Networks A Dubey, S Agarwal Proceedings of the 2017 ACM on Multimedia Conference, 663-671, 2017	7	2017
One more step towards reality: Cooperative bandits with imperfect communication U Madhushani, A Dubey, N Leonard, A Pentland Advances in Neural Information Processing Systems 34, 2021	5	2021

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