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Ahmad Beirami
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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
9542021
Fair resource allocation in federated learning
T Li, M Sanjabi, A Beirami, V Smith
2020 International Conference on Learning Representations (ICLR), 2020
9422020
Tilted Empirical Risk Minimization
T Li*, A Beirami*, M Sanjabi, V Smith
2021 International Conference on Learning Representations (ICLR), 2021
1492021
A systematic survey of prompt engineering on vision-language foundation models
J Gu, Z Han, S Chen, A Beirami, B He, G Zhang, R Liao, Y Qin, V Tresp, ...
arXiv preprint arXiv:2307.12980, 2023
1292023
Capacity of discrete molecular diffusion channels
A Einolghozati, M Sardari, A Beirami, F Fekri
2011 IEEE International Symposium on Information Theory Proceedings, 723-727, 2011
1282011
Rényi fair inference
S Baharlouei, M Nouiehed, A Beirami, M Razaviyayn
2020 International Conference on Learning Representations (ICLR), 2020
1042020
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 12 (2), 199-212 (2023 Outstanding Paper), 2020
96*2020
Overview of the ninth dialog system technology challenge: DSTC9
C Gunasekara, S Kim, LF D'Haro, A Rastogi, YN Chen, M Eric, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024
93*2024
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
882020
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 14 (9), 2288-2299, 2019
71*2019
A fluorescence sandwich immunoassay for the real-time continuous detection of glucose and insulin in live animals
M Poudineh*, CL Maikawa*, EY Ma, J Pan, D Mamerow, Y Hang, ...
Nature Biomedical Engineering 5 (1), 53-63, 2021
682021
Discrete-time chaotic-map truly random number generators: design, implementation, and variability analysis of the zigzag map
H Nejati, A Beirami, WH Ali
Analog Integrated Circuits and Signal Processing 73, 363-374, 2012
682012
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
65*2013
Zigzag map: a variability-aware discrete-time chaotic-map truly random number generator
A Beirami, H Nejati, WH Ali
Electronics Letters 48 (24), 1537-1538, 2012
65*2012
On optimal generalizability in parametric learning
A Beirami, M Razaviyayn, S Shahrampour, V Tarokh
Advances in Neural Information Processing Systems (NeurIPS), 3455-3465, 2017
642017
SpecTr: Fast speculative decoding via optimal transport
Z Sun*, AT Suresh*, JH Ro, A Beirami, H Jain, F Yu
37th Conference on Neural Information Processing Systems (NeurIPS), 2023
582023
Controlled Decoding from Language Models
S Mudgal*, J Lee*, H Ganapathy, YG Li, T Wang, Y Huang, Z Chen, ...
Forty-first International Conference on Machine Learning, 2024
472024
Data gathering in networks of bacteria colonies: Collective sensing and relaying using molecular communication
A Einolghozati, M Sardari, A Beirami, F Fekri
2012 Proceedings IEEE INFOCOM Workshops, 256-261, 2012
452012
Theoretical analysis of the characteristic impedance in metal-insulator-metal plasmonic transmission lines
H Nejati, A Beirami
Optics Letters 37 (6), 1050-1052, 2012
442012
On tilted losses in machine learning: Theory and applications
T Li*, A Beirami*, M Sanjabi, V Smith
Journal of Machine Learning Research 24, 1-79, 2023
432023
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Artículos 1–20