| Opacus: User-friendly differential privacy library in PyTorch A Yousefpour, I Shilov, A Sablayrolles, D Testuggine, K Prasad, M Malek, ... arXiv preprint arXiv:2109.12298, 2021 | 320 | 2021 |
| Federated learning with buffered asynchronous aggregation J Nguyen, K Malik, H Zhan, A Yousefpour, M Rabbat, M Malek, D Huba International Conference on Artificial Intelligence and Statistics, 3581-3607, 2022 | 273 | 2022 |
| A robust and fast video copy detection system using content-based fingerprinting MM Esmaeili, M Fatourechi, RK Ward IEEE Transactions on information forensics and security 6 (1), 213-226, 2010 | 215 | 2010 |
| Papaya: Practical, private, and scalable federated learning D Huba, J Nguyen, K Malik, R Zhu, M Rabbat, A Yousefpour, CJ Wu, ... Proceedings of Machine Learning and Systems 4, 814-832, 2022 | 127 | 2022 |
| A Fast Approximate Nearest Neighbor Search Algorithm in the Hamming Space M Malekesmaeili, R Ward, M Fatourechi IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (T-PAMI …, 2012 | 75* | 2012 |
| Antipodes of label differential privacy: Pate and alibi M Malek Esmaeili, I Mironov, K Prasad, I Shilov, F Tramer Advances in Neural Information Processing Systems 34, 6934-6945, 2021 | 67 | 2021 |
| A local fingerprinting approach for audio copy detection M Malekesmaeili, RK Ward Signal Processing 98, 308-321, 2014 | 62 | 2014 |
| Video copy detection using temporally informative representative images M Malekesmaeili, M Fatourechi, RK Ward 2009 International Conference on Machine Learning and Applications, 69-74, 2009 | 54 | 2009 |
| Robust video hashing based on temporally informative representative images MM Esmaeili, RK Ward 2010 Digest of Technical Papers International Conference on Consumer …, 2010 | 31 | 2010 |
| Topology optimization for backbone wireless mesh networks M Malekesmaeili, M Shiva, M Soltan Fifth Annual Conference on Communication Networks and Services Research …, 2007 | 17 | 2007 |
| A novel local audio fingerprinting algorithm M Malekesmaeili, RK Ward 2012 IEEE 14th International Workshop on Multimedia Signal Processing (MMSP …, 2012 | 16 | 2012 |
| Fel: High capacity learning for recommendation and ranking via federated ensemble learning M Hejazinia, D Huba, I Leontiadis, K Maeng, M Malek, L Melis, I Mironov, ... arXiv preprint arXiv:2206.03852, 2022 | 7 | 2022 |
| Fast matching for video/audio fingerprinting algorithms M Malek Esmaeili, RK Ward, M Fatourechi Information Forensics and Security (WIFS), 2011 IEEE International Workshop …, 2011 | 7 | 2011 |
| Image and Video Copy Detection Using Content-Based Fingerprinting M Fatourechi, X Lv, MM Esmaeili, ZJ Wang, RK Ward Multimedia image and video processing, 459-486, 2017 | 3 | 2017 |
| Joint Federated Learning and Personalization for on-Device ASR J Jia, K Li, M Malek, K Malik, J Mahadeokar, O Kalinli, F Seide 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023 | 2 | 2023 |
| Multimedia copy detection M Malek Esmaeili University of British Columbia, 2013 | 2 | 2013 |
| An incremental topology control algorithm for wireless mesh networks M Malekesmaeili, M Soltan, M Shiva Computational Science–ICCS 2007: 7th International Conference, Beijing …, 2007 | 2 | 2007 |
| Federated Ensemble Learning: Increasing the Capacity of Label Private Recommendation Systems. M Hejazinia, D Huba, I Leontiadis, K Maeng, M Malek, L Melis, I Mironov, ... IEEE Data Eng. Bull. 46 (1), 145-157, 2023 | | 2023 |
| Fine localization of photons on the pixellated detectors based on the analytical model F Aezinia, SA Banani, MM Esmaeili CCECE 2010, 1-4, 2010 | | 2010 |
| Wireless Mesh Networks: Relayed and Local Traffic Optimization Algorithms M Malekesmaeili University of Tehran, 2007 | | 2007 |
Rabab WardElectrical and computer engineering , UBCVerified email at ece.ubc.ca
