Malekzadeh, Mohammad

1. PaPaGei: Open Foundation Models for Optical Physiological Signals
   2024/10/27 by Arvind Pillai, Dimitris Spathis, Pillai, Arvind +5 · 1 voice · 20 citations
   #cs.LG #eess.SP
2. Efficient Hyperparameter Optimization for Differentially Private Deep Learning
   2021/08/09 by Priyanshu, Aman, Naidu, Rakshit, Mireshghallah, Fatemehsadat +1 · 3 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking
   2023/07/31 by Deldari, Shohreh, Spathis, Dimitris, Malekzadeh, Mohammad +3 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Layer-wise Characterization of Latent Information Leakage in Federated Learning
   2020/10/17 by Mo, Fan, Borovykh, Anastasia, Malekzadeh, Mohammad +2 · 2 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
5. PRIMUS: Pretraining IMU Encoders with Multimodal Self-Supervision
   2024/11/22 by Arnav Das, Chi Ian Tang, Das, Arnav M. +5 · 4 citations
   Computer Science · #Natural Language Processing Techniques
6. Enhancing Efficiency in Multidevice Federated Learning through Data Selection
   2022/11/08 by Fan Mo, Mohammad Malekzadeh, Mo, Fan +7 · 2 citations
   Computer Science · Social Sciences · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
7. Running Neural Networks on the NIC
   2020/09/04 by Siracusano, Giuseppe, Galea, Salvator, Sanvito, Davide +4 · 1 citation
   #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
8. Privacy and Utility Preserving Sensor-Data Transformations
   2019/11/14 by Malekzadeh, Mohammad, Clegg, Richard G., Cavallaro, Andrea +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
9. Deep Unlearn: Benchmarking Machine Unlearning for Image Classification
   2024/10/02 by Cadet, Xavier F., Borovykh, Anastasia, Malekzadeh, Mohammad +2 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)