Fair resource allocation in federated learning T Li, M Sanjabi, A Beirami, V Smith 2020 International Conference on Learning Representations (ICLR), 2020 | 820 | 2020 |
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 | 748 | 2021 |
Tilted Empirical Risk Minimization T Li*, A Beirami*, M Sanjabi, V Smith 2021 International Conference on Learning Representations (ICLR), 2021 | 131 | 2021 |
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 | 126 | 2011 |
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 | 104* | 2019 |
Rényi fair inference S Baharlouei, M Nouiehed, A Beirami, M Razaviyayn 2020 International Conference on Learning Representations (ICLR), 2020 | 93 | 2020 |
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 | 86* | 2021 |
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 | 84* | 2020 |
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 | 79 | 2020 |
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 | 66 | 2012 |
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 | 65* | 2019 |
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 | 64 | 2023 |
Data gathering in networks of bacteria colonies: Collective sensing and relaying using molecular communication A Einolghozati, M Sardari, A Beirami, F Fekri 2011 IEEE International Symposium on Information Theory (ISIT), 2011 | 61* | 2011 |
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 | 57 | 2021 |
On optimal generalizability in parametric learning A Beirami, M Razaviyayn, S Shahrampour, V Tarokh Advances in Neural Information Processing Systems (NeurIPS), 3455-3465, 2017 | 56 | 2017 |
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 | 48 | 2013 |
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 | 41* | 2019 |
Theoretical analysis of the characteristic impedance in metal-insulator-metal plasmonic transmission lines H Nejati, A Beirami Optics Letters 37 (6), 1050-1052, 2012 | 41 | 2012 |
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 | 39 | 2012 |
Coded Machine Unlearning N Aldaghri, H Mahdavifar, A Beirami IEEE Access 9, 88137-88150, 2021 | 38 | 2021 |