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Ahmad Beirami
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Fair resource allocation in federated learning
T Li, M Sanjabi, A Beirami, V Smith
2020 International Conference on Learning Representations (ICLR), 2020
3042020
Capacity of discrete molecular diffusion channels
A Einolghozati, M Sardari, A Beirami, F Fekri
2011 IEEE International Symposium on Information Theory (ISIT), 2011
149*2011
Zigzag map: a variability-aware discrete-time chaotic-map truly random number generator
H Nejati, A Beirami, WH Ali
Electronics Letters 48 (24), 1537-1538, 2012
106*2012
Ditto: Fair and Robust Federated Learning Through Personalization
T Li, S Hu, A Beirami, V Smith
Thirty-eighth International Conference on Machine Learning (ICML), 2021
88*2021
A framework for investigating the performance of chaotic-map truly random number generators
A Beirami, H Nejati
IEEE Transactions on Circuits and Systems II: Express Briefs 60 (7), 446-450, 2013
52*2013
Winning Is Not Everything: Enhancing Game Development with Intelligent Agents
Y Zhao*, I Borovikov*, F de Mesentier Silva*, A Beirami*, J Rupert, ...
IEEE Transactions on Games, 2020
51*2020
Why Botnets Work: Distributed Brute-Force Attacks Need No Synchronization
S Salamatian, W Huleihel, A Beirami, A Cohen, M Médard
IEEE Transactions on Information Forensics and Security, 2019
43*2019
Overview of the ninth dialog system technology challenge: DSTC9
C Gunasekara, S Kim, LF D'Haro, A Rastogi, YN Chen, M Eric, ...
Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), DSTC9 Workshop, 2021
41*2021
Theoretical analysis of the characteristic impedance in metal-insulator-metal plasmonic transmission lines
H Nejati, A Beirami
Optics Letters 37 (6), 1050-1052, 2012
372012
Results on the redundancy of universal compression for finite-length sequences
A Beirami, F Fekri
2011 IEEE International Symposium on Information Theory (ISIT), 1504-1508, 2011
372011
Rényi fair inference
S Baharlouei, M Nouiehed, A Beirami, M Razaviyayn
2020 International Conference on Learning Representations (ICLR), 2020
352020
On optimal generalizability in parametric learning
A Beirami, M Razaviyayn, S Shahrampour, V Tarokh
Advances in Neural Information Processing Systems (NeurIPS), 3455-3465, 2017
352017
Tilted Empirical Risk Minimization
T Li*, A Beirami*, M Sanjabi, V Smith
2021 International Conference on Learning Representations (ICLR), 2021
312021
On multi-agent learning in team sports games
Y Zhao, I Borovikov, J Rupert, C Somers, A Beirami
Thirty-sixth International Conference on Machine Learning (ICML) Workshop on …, 2019
30*2019
Results on the fundamental gain of memory-assisted universal source coding
A Beirami, M Sardari, F Fekri
2012 IEEE International Symposium on Information Theory (ISIT), 1087-1091, 2012
30*2012
A characterization of guesswork on swiftly tilting curves
A Beirami, R Calderbank, MM Christiansen, KR Duffy, M Médard
IEEE Transactions on Information Theory 65 (5), 2850-2871, 2019
28*2019
Packet-Level Network Compression: Realization and Scaling of the Network-Wide Benefits
A Beirami, M Sardari, F Fekri
IEEE/ACM Transactions on Networking, 2016
27*2016
Situated and Interactive Multimodal Conversations
S Moon*, S Kottur*, PA Crook^, A De^, S Poddar^, T Levin, D Whitney, ...
The 28th International Conference on Computational Linguistics (COLING), 2020
242020
Quantifying computational security subject to source constraints, guesswork and inscrutability
A Beirami, R Calderbank, K Duffy, M Médard
2015 IEEE International Symposium on Information Theory (ISIT), 2757-2761, 2015
22*2015
On data-dependent random features for improved generalization in supervised learning
S Shahrampour, A Beirami, V Tarokh
Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), 2018
192018
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