Mani Malek

According to our database, Mani Malek authored at least 16 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Federated Ensemble Learning: Increasing the Capacity of Label Private Recommendation Systems.

Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu

IEEE Data Eng. Bull., 2023

Joint Federated Learning and Personalization for on-Device ASR.

Junteng Jia, Ke Li, Mani Malek, Kshitiz Malik, Jay Mahadeokar, Ozlem Kalinli, Frank Seide

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning.

Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu

CoRR, 2022

PAPAYA: Practical, Private, and Scalable Federated Learning.

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

Proceedings of Machine Learning and Systems 2022, 2022

Federated Learning with Buffered Asynchronous Aggregation.

John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Mike Rabbat, Mani Malek, Dzmitry Huba

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Opacus: User-Friendly Differential Privacy Library in PyTorch.

Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Ghosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov

CoRR, 2021

Antipodes of Label Differential Privacy: PATE and ALIBI.

Mani Malek Esmaeili, Ilya Mironov, Karthik Prasad, Igor Shilov, Florian Tramèr

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2014

A local fingerprinting approach for audio copy detection.

Mani Malekesmaeili, Rabab K. Ward

Signal Process., 2014

2012

A Fast Approximate Nearest Neighbor Search Algorithm in the Hamming Space.

Mani Malek Esmaeili, Rabab Kreidieh Ward, Mehrdad Fatourechi

IEEE Trans. Pattern Anal. Mach. Intell., 2012

A novel local audio fingerprinting algorithm.

Mani Malekesmaeili, Rabab K. Ward

Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

2011

A Robust and Fast Video Copy Detection System Using Content-Based Fingerprinting.

Mani Malek Esmaeili, Mehrdad Fatourechi, Rabab Kreidieh Ward

IEEE Trans. Inf. Forensics Secur., 2011

Fast matching for video/audio fingerprinting algorithms.

Mani Malek Esmaeili, Rabab K. Ward, Mehrdad Fatourechi

Proceedings of the 2011 IEEE International Workshop on Information Forensics and Security, 2011

2010

Fine localization of photons on the pixellated detectors based on the analytical model.

Fatemeh Aezinia, S. Alireza Banani, Mani Malek Esmaeili

Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

2009

Video Copy Detection Using Temporally Informative Representative Images.

Mani Malekesmaeili, Mehrdad Fatourechi, Rabab K. Ward

Proceedings of the International Conference on Machine Learning and Applications, 2009

2007

An Incremental Topology Control Algorithm for Wireless Mesh Networks.

Mani Malekesmaeili, Mehdi Soltan, Mohsen Shiva

Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Topology Optimization for Backbone Wireless Mesh Networks.

Mani Malekesmaeili, Mohsen Shiva, Mehdi Soltan

Proceedings of the Fifth Annual Conference on Communication Networks and Services Research (CNSR 2007), 2007