Debabrota Basu

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Stephane BressanNational University of SingaporeDirección de correo verificada de nus.edu.sg
Christos DimitrakakisProfessor, University of NeuchatelDirección de correo verificada de alumni.epfl.ch
Hannes ErikssonZenseact ABDirección de correo verificada de chalmers.se
Pierre SenellartProfessor of Computer Science, École normale supérieureDirección de correo verificada de ens.fr
Bishwamittra GhoshPostdoctoral Researcher, MPI-SWS, GermanyDirección de correo verificada de u.nus.edu
Achraf AzizeInria, Univ. LilleDirección de correo verificada de inria.fr
Odalric-Ambrym MaillardInria Lille - Nord EuropeDirección de correo verificada de inria.fr
Aristide TossouChalmers University of TechnologyDirección de correo verificada de chalmers.se
Saugat BhattacharyyaAssistant Professor in Computer ScienceDirección de correo verificada de ulster.ac.uk
D N TibarewalaFormer Professor of Biomedical Engineering, Jadavpur University, Kolkata 700 032, INDIA.Dirección de correo verificada de school.jdvu.ac.in
Amit KonarProfessor of Electronics and Tele-Communication Department, Jadavpur UniversityDirección de correo verificada de etce.jdvu.ac.in
Kuldeep S. MeelAssociate Professor, University of TorontoDirección de correo verificada de cs.toronto.edu
Qian LinResearch Engineer, ByteDanceDirección de correo verificada de bytedance.com
Immanuel TrummerProfessor for Computer Science, Cornell UniversityDirección de correo verificada de cornell.edu
Junxiong WangCornell UnversityDirección de correo verificada de cornell.edu
Mina AlibeigiZenseact AB, Ph.D.Dirección de correo verificada de ut.ac.ir
Naheed Anjum ArafatNanyang Technological UniversityDirección de correo verificada de u.nus.edu
Hoang Tam VoResearch Scientist, IBM Research AustraliaDirección de correo verificada de au1.ibm.com
Emilio JorgePhD Student, Chalmers University of TechnologyDirección de correo verificada de chalmers.se
Haibo ChenFACM & FIEEE, Distinguished Professor, Shanghai Jiao Tong UniversityDirección de correo verificada de sjtu.edu.cn

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Debabrota Basu

Faculty, Inria at University of Lille and CNRS (CRIStAL), ELLIS Scholar

Dirección de correo verificada de comp.nus.edu.sg - Página principal

Reinforcement Learning Multi-armed Bandits Differential Privacy Fairness Optimization


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Learn-as-you-go with megh: Efficient live migration of virtual machines D Basu, X Wang, Y Hong, H Chen, S Bressan IEEE Transactions on Parallel and Distributed Systems, 1-1, 2019	93	2019
Interval type-2 fuzzy logic based multiclass ANFIS algorithm for real-time EEG based movement control of a robot arm S Bhattacharyya, D Basu, A Konar, DN Tibarewala Robotics and Autonomous Systems 68, 104-115, 2015	89	2015
Differential privacy for multi-armed bandits: What is it and what is its cost? D Basu, C Dimitrakakis, A Tossou arXiv preprint arXiv:1905.12298, 2019	50*	2019
Justicia: A stochastic SAT approach to formally verify fairness B Ghosh, D Basu, KS Meel Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7554-7563, 2021	49	2021
UDO: universal database optimization using reinforcement learning J Wang, I Trummer, D Basu arXiv preprint arXiv:2104.01744, 2021	42	2021
Near-optimal Optimistic Reinforcement Learning using Empirical Bernstein Inequalities A Tossou, D Basu, C Dimitrakakis arXiv preprint arXiv:1905.12425, 2019	34	2019
A spatially informative optic flow model of bee colony with saccadic flight strategy for global optimization S Das, S Biswas, BK Panigrahi, S Kundu, D Basu IEEE Transactions on Cybernetics 44 (10), 1884-1897, 2014	32	2014
Regularized cost-model oblivious database tuning with reinforcement learning D Basu, Q Lin, W Chen, HT Vo, Z Yuan, P Senellart, S Bressan Transactions on Large-Scale Data-and Knowledge-Centered Systems XXVIII …, 2016	30	2016
Cost-model oblivious database tuning with reinforcement learning D Basu, Q Lin, W Chen, HT Vo, Z Yuan, P Senellart, S Bressan Database and Expert Systems Applications: 26th International Conference …, 2015	30	2015
Sentinel: taming uncertainty with ensemble based distributional reinforcement learning H Eriksson, D Basu, M Alibeigi, C Dimitrakakis Uncertainty in Artificial Intelligence, 631-640, 2022	25	2022
Algorithmic fairness verification with graphical models B Ghosh, D Basu, KS Meel Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9539-9548, 2022	21	2022
Deep learning for deep waters: an expert-in-the-loop machine learning framework for marine sciences I Ryazanov, AT Nylund, D Basu, IM Hassellöv, A Schliep Journal of Marine Science and Engineering 9 (2), 169, 2021	20	2021
When privacy meets partial information: A refined analysis of differentially private bandits A Azize, D Basu Advances in Neural Information Processing Systems 35, 32199-32210, 2022	18	2022
Differential privacy for regularised linear regression A Dandekar, D Basu, S Bressan International Conference on Database and Expert Systems Applications, 483-491, 2018	17	2018
Construction and random generation of hypergraphs with prescribed degree and dimension sequences NA Arafat, D Basu, L Decreusefond, S Bressan Database and Expert Systems Applications: 31st International Conference …, 2020	14	2020
Bilinear exponential family of MDPs: frequentist regret bound with tractable exploration & planning R Ouhamma, D Basu, O Maillard Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9336-9344, 2023	13	2023
Demonstrating udo: A unified approach for optimizing transaction code, physical design, and system parameters via reinforcement learning J Wang, I Trummer, D Basu Proceedings of the 2021 International Conference on Management of Data, 2794 …, 2021	13	2021
SAAC: Safe Reinforcement Learning as an Adversarial Game of Actor-Critics Y Flet-Berliac, D Basu RLDM 2022-The Multi-disciplinary Conference on Reinforcement Learning and …, 2021	13	2021
Differential Privacy at Risk: Bridging Randomness and Privacy Budget A Dandekar, D Basu, S Bressan Proceedings on Privacy Enhancing Technologies 1, 64-84, 2021	13	2021
“How Biased are Your Features?”: Computing Fairness Influence Functions with Global Sensitivity Analysis B Ghosh, D Basu, KS Meel Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023	12	2023

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