Прати
Osama Hanna
Osama Hanna
Research Scientist, GenAI at Meta; University of California, Los Angeles (UCLA)
Верификована је имејл адреса на ucla.edu
Наслов
Навело
Навело
Година
Random access schemes in wireless systems with correlated user activity
AE Kalor, OA Hanna, P Popovski
2018 IEEE 19th International Workshop on Signal Processing Advances in …, 2018
432018
Quantization of distributed data for learning
OA Hanna, YH Ezzeldin, C Fragouli, S Diggavi
IEEE Journal on Selected Areas in Information Theory 2 (3), 987-1001, 2021
29*2021
On distributed quantization for classification
OA Hanna, YH Ezzeldin, T Sadjadpour, C Fragouli, S Diggavi
IEEE Journal on Selected Areas in Information Theory 1 (1), 237-249, 2020
252020
Differentially private stochastic linear bandits:(almost) for free
O Hanna, AM Girgis, C Fragouli, S Diggavi
IEEE Journal on Selected Areas in Information Theory, 2024
232024
Solving multi-arm bandit using a few bits of communication
OA Hanna, L Yang, C Fragouli
International Conference on Artificial Intelligence and Statistics, 11215-11236, 2022
192022
Contexts can be cheap: Solving stochastic contextual bandits with linear bandit algorithms
OA Hanna, L Yang, C Fragouli
The Thirty Sixth Annual Conference on Learning Theory, 1791-1821, 2023
152023
Learning from distributed users in contextual linear bandits without sharing the context
O Hanna, L Yang, C Fragouli
Advances in Neural Information Processing Systems 35, 11049-11062, 2022
12*2022
Can we break the dependency in distributed detection?
OA Hanna, X Li, C Fragouli, S Diggavi
2022 IEEE International Symposium on Information Theory (ISIT), 2720-2725, 2022
72022
Efficient batched algorithm for contextual linear bandits with large action space via soft elimination
O Hanna, L Yang, C Fragouli
Advances in Neural Information Processing Systems 36, 56772-56783, 2023
52023
Multi-arm bandits over action erasure channels
OA Hanna, M Karakas, LF Yang, C Fragouli
2023 IEEE International Symposium on Information Theory (ISIT), 1312-1317, 2023
42023
Common information dimension
OA Hanna, X Li, S Diggavi, C Fragouli
2023 IEEE International Symposium on Information Theory (ISIT), 406-411, 2023
42023
On the Relation Between the Common Information Dimension and Wyner Common Information
OA Hanna, X Li, S Diggavi, C Fragouli
2024 IEEE International Symposium on Information Theory (ISIT), 2311-2316, 2024
22024
Compression for multi-arm bandits
OA Hanna, LF Yang, C Fragouli
IEEE Journal on Selected Areas in Information Theory 3 (4), 773-788, 2022
22022
Learning for bandits under action erasures
O Hanna, M Karakas, LF Yang, C Fragouli
arXiv preprint arXiv:2406.18072, 2024
12024
Multi-Agent Bandit Learning through Heterogeneous Action Erasure Channels
OA Hanna, M Karakas, L Yang, C Fragouli
International Conference on Artificial Intelligence and Statistics, 3898-3906, 2024
12024
Feature Compression for Multimodal Multi-Object Tracking
X Li, OA Hanna, C Fragouli, S Diggavi, G Verma, J Bhattacharyya
MILCOM 2023-2023 IEEE Military Communications Conference (MILCOM), 139-143, 2023
12023
Communication and Computationally Efficient Learning Algorithms
OAH Habib
University of California, Los Angeles, 2024
2024
Online Allocation of Sensing and Computation in Large Graphs
X Li, M Karakas, OA Hanna, M Kiamari, J Coleman, C Fragouli, ...
2023 IEEE 9th International Conference on Collaboration and Internet …, 2023
2023
Multi-Arm Bandits over Action Erasure Channels
M Karakas, O Hanna, L Yang, C Fragouli
International Symposium on Information Theory, 2023
2023
On Coded Broadcasting for Wireless Recommendation Systems
R Vestergaard, O Hanna, L Song, DE Lucani, C Fragouli
ICC 2021-IEEE International Conference on Communications, 1-6, 2021
2021
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Чланци 1–20