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ORCIDMani Malek 0001
Person information
- affiliation: Meta AI, Menlo Park, CA, USA
- affiliation: Facebook AI, Menlo Park, CA, USA
- affiliation (PhD): University of British Columbia, Department of Electrical and Computer Engineering, Vancouver, BC, Canada
- affiliation: University of Tehran, School of Electrical and Computer Engineering, Iran
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Journal Articles
- 2023
[j4]Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu:
Federated Ensemble Learning: Increasing the Capacity of Label Private Recommendation Systems. IEEE Data Eng. Bull. 46(1): 145-157 (2023)- 2014
- [j3]Mani Malekesmaeili, Rabab K. Ward:
A local fingerprinting approach for audio copy detection. Signal Process. 98: 308-321 (2014) - 2012
- [j2]Mani Malek Esmaeili, Rabab Kreidieh Ward, Mehrdad Fatourechi:
A Fast Approximate Nearest Neighbor Search Algorithm in the Hamming Space. IEEE Trans. Pattern Anal. Mach. Intell. 34(12): 2481-2488 (2012) - 2011
- [j1]Mani Malek Esmaeili, Mehrdad Fatourechi, Rabab Kreidieh Ward:
A Robust and Fast Video Copy Detection System Using Content-Based Fingerprinting. IEEE Trans. Inf. Forensics Secur. 6(1): 213-226 (2011)
Conference and Workshop Papers
- 2023
- [c10]Junteng Jia, Ke Li, Mani Malek, Kshitiz Malik, Jay Mahadeokar, Ozlem Kalinli, Frank Seide:
Joint Federated Learning and Personalization for on-Device ASR. ASRU 2023: 1-8 - 2022
- [c9]John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Mike Rabbat, Mani Malek, Dzmitry Huba:
Federated Learning with Buffered Asynchronous Aggregation. AISTATS 2022: 3581-3607 - [c8]Dzmitry Huba, John Nguyen, Kshitiz Malik, Ruiyu Zhu, Mike Rabbat, Ashkan Yousefpour, Carole-Jean Wu, Hongyuan Zhan, Pavel Ustinov, Harish Srinivas, Kaikai Wang, Anthony Shoumikhin, Jesik Min, Mani Malek:
PAPAYA: Practical, Private, and Scalable Federated Learning. MLSys 2022 - 2021
- [c7]Mani Malek Esmaeili, Ilya Mironov, Karthik Prasad, Igor Shilov, Florian Tramèr
:
Antipodes of Label Differential Privacy: PATE and ALIBI. NeurIPS 2021: 6934-6945 - 2012
- [c6]Mani Malekesmaeili, Rabab K. Ward:
A novel local audio fingerprinting algorithm. MMSP 2012: 136-140 - 2011
- [c5]Mani Malek Esmaeili, Rabab K. Ward, Mehrdad Fatourechi:
Fast matching for video/audio fingerprinting algorithms. WIFS 2011: 1-6 - 2010
- [c4]Fatemeh Aezinia, S. Alireza Banani, Mani Malek Esmaeili:
Fine localization of photons on the pixellated detectors based on the analytical model. CCECE 2010: 1-4 - 2009
- [c3]Mani Malekesmaeili, Mehrdad Fatourechi, Rabab K. Ward:
Video Copy Detection Using Temporally Informative Representative Images. ICMLA 2009: 69-74 - 2007
- [c2]Mani Malekesmaeili, Mohsen Shiva, Mehdi Soltan:
Topology Optimization for Backbone Wireless Mesh Networks. CNSR 2007: 221-230 - [c1]Mani Malekesmaeili, Mehdi Soltan, Mohsen Shiva:
An Incremental Topology Control Algorithm for Wireless Mesh Networks. International Conference on Computational Science (4) 2007: 490-497
Informal and Other Publications
- 2022
- [i6]Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu:
FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning. CoRR abs/2206.03852 (2022) - 2021
- [i5]Mani Malek, Ilya Mironov, Karthik Prasad, Igor Shilov, Florian Tramèr:
Antipodes of Label Differential Privacy: PATE and ALIBI. CoRR abs/2106.03408 (2021) - [i4]John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Michael G. Rabbat, Mani Malek, Dzmitry Huba:
Federated Learning with Buffered Asynchronous Aggregation. CoRR abs/2106.06639 (2021) - [i3]Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Ghosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov:
Opacus: User-Friendly Differential Privacy Library in PyTorch. CoRR abs/2109.12298 (2021) - [i2]Dzmitry Huba, John Nguyen, Kshitiz Malik, Ruiyu Zhu, Mike Rabbat, Ashkan Yousefpour, Carole-Jean Wu, Hongyuan Zhan, Pavel Ustinov, Harish Srinivas, Kaikai Wang, Anthony Shoumikhin, Jesik Min, Mani Malek:
Papaya: Practical, Private, and Scalable Federated Learning. CoRR abs/2111.04877 (2021) - 2013
- [i1]Mani Malekesmaeili, Rabab K. Ward:
A local fingerprinting approach for audio copy detection. CoRR abs/1304.0793 (2013)
Coauthor Index
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