Results 251 to 260 of about 1,822,892 (288)

FAItH: Federated Analytics and Integrated Differential Privacy with Clustering for Healthcare Monitoring. [PDF]

Sci Rep
Alsenani Y.
europepmc   +1 more source

Continual Learning for Multimodal Data Fusion of a Soft Gripper

Advanced Robotics Research, EarlyView.
Models trained on a single data modality often struggle to generalize when exposed to a different modality. This work introduces a continual learning algorithm capable of incrementally learning different data modalities by leveraging both class‐incremental and domain‐incremental learning scenarios in an artificial environment where labeled data is ...
Nilay Kushawaha, Egidio Falotico
wiley   +1 more source

Encrypted Spiking Neural Networks Based on Adaptive Differential Privacy Mechanism. [PDF]

Entropy (Basel)
Luo X, Fu Q, Liu J, Luo Y, Qin S, Ouyang X.   +5 more
europepmc   +1 more source

Integrating differential privacy in deep reinforcement learning for sepsis treatment with pulmonary implications. [PDF]

Front Med (Lausanne)
Wang S, Yang F, Wang S, Sun R.
europepmc   +1 more source

Federated Analysis With Differential Privacy in Oncology Research: Longitudinal Observational Study Across Hospital Data Warehouses. [PDF]

JMIR Med Inform
Ryffel T, Créquit P, Baillet M, Paumier J, Marfoq Y, Girardot O, Chanet T, Sy R, Bayssat L, Mazières J, Vuiblet V, Ancel J, Dewolf M, Margraff F, Bachot C, Chmiel J.   +15 more
europepmc   +1 more source

Fusion of Personalized Federated Learning (PFL) with Differential Privacy (DP) Learning for Diagnosis of Arrhythmia Disease. [PDF]

PLoS One
Bokhari SM, Sohaib S, Shafi M.
europepmc   +1 more source

Federated transfer learning with differential privacy for multi-omics survival analysis. [PDF]

Brief Bioinform
Wen G, Li L.
europepmc   +1 more source

Entropy-adaptive differential privacy federated learning for student performance prediction and privacy protection: a case study in Python programming. [PDF]

Front Artif Intell
Chen S, Qi X.
europepmc   +1 more source