| Advances and open problems in federated learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Foundations and trends® in machine learning 14 (1–2), 1-210, 2021 | 6938 | 2021 |
| Fully-adaptive feature sharing in multi-task networks with applications in person attribute classification Y Lu, A Kumar, S Zhai, Y Cheng, T Javidi, R Feris Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 501 | 2017 |
| Optimality of myopic sensing in multichannel opportunistic access SHA Ahmad, M Liu, T Javidi, Q Zhao, B Krishnamachari IEEE Transactions on Information Theory 55 (9), 4040-4050, 2009 | 439 | 2009 |
| A field guide to federated optimization J Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, G Andrew, ... arXiv preprint arXiv:2107.06917, 2021 | 399 | 2021 |
| Active sequential hypothesis testing M Naghshvar, T Javidi | 274 | 2013 |
| Optimal pricing to manage electric vehicles in coupled power and transportation networks M Alizadeh, HT Wai, M Chowdhury, A Goldsmith, A Scaglione, T Javidi IEEE Transactions on control of network systems 4 (4), 863-875, 2016 | 246 | 2016 |
| Peer-to-peer federated learning on graphs A Lalitha, OC Kilinc, T Javidi, F Koushanfar arXiv preprint arXiv:1901.11173, 2019 | 245 | 2019 |
| A high-throughput scheduling algorithm for a buffered crossbar switch fabric T Javidi, R Magill, T Hrabik ICC 2001. IEEE International Conference on Communications. Conference Record …, 2001 | 236 | 2001 |
| Fully decentralized federated learning A Lalitha, S Shekhar, T Javidi, F Koushanfar Third workshop on bayesian deep learning (NeurIPS) 2, 2018 | 228 | 2018 |
| Mariana Raykova, Dawn Song, Weikang Song, Sebastian U P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth …, 2021 | 223 | 2021 |
| Social learning and distributed hypothesis testing A Lalitha, T Javidi, AD Sarwate IEEE Transactions on Information Theory 64 (9), 6161-6179, 2018 | 199 | 2018 |
| Wiretap channel with secure rate-limited feedback E Ardestanizadeh, M Franceschetti, T Javidi, YH Kim IEEE Transactions on Information Theory 55 (12), 5353-5361, 2009 | 142 | 2009 |
| Active learning and CSI acquisition for mmWave initial alignment SE Chiu, N Ronquillo, T Javidi IEEE Journal on Selected Areas in Communications 37 (11), 2474-2489, 2019 | 131 | 2019 |
| Adaptive opportunistic routing for wireless ad hoc networks AA Bhorkar, M Naghshvar, T Javidi, BD Rao IEEE/ACM Transactions On Networking 20 (1), 243-256, 2011 | 127 | 2011 |
| Rapid, large-scale wastewater surveillance and automated reporting system enable early detection of nearly 85% of COVID-19 cases on a university campus S Karthikeyan, A Nguyen, D McDonald, Y Zong, N Ronquillo, J Ren, J Zou, ... Msystems 6 (4), 10.1128/msystems. 00793-21, 2021 | 121 | 2021 |
| High-throughput wastewater SARS-CoV-2 detection enables forecasting of community infection dynamics in San Diego County S Karthikeyan, N Ronquillo, P Belda-Ferre, D Alvarado, T Javidi, ... Msystems 6 (2), 10.1128/msystems. 00045-21, 2021 | 121 | 2021 |
| Adaptive object detection using adjacency and zoom prediction Y Lu, T Javidi, S Lazebnik Proceedings of the IEEE conference on computer vision and pattern …, 2016 | 108 | 2016 |
| Extrinsic Jensen–Shannon divergence: Applications to variable-length coding M Naghshvar, T Javidi, M Wigger IEEE Transactions on Information Theory 61 (4), 2148-2164, 2015 | 81 | 2015 |
| Integration of communication and control using discrete time Kuramoto models for multivehicle coordination over broadcast networks DJ Klein, P Lee, KA Morgansen, T Javidi IEEE Journal on Selected Areas in Communications 26 (4), 695-705, 2008 | 79 | 2008 |
| Delay-optimal server allocation in multiqueue multiserver systems with time-varying connectivities S Kittipiyakul, T Javidi IEEE Transactions on Information Theory 55 (5), 2319-2333, 2009 | 71 | 2009 |
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