Organisation/Company: Università di Foggia
Research Field: Engineering, Mathematics, Physics
Researcher Profile: Recognised Researcher (R2), Leading Researcher (R4), First Stage Researcher (R1), Established Researcher (R3)
Country: Italy
Application Deadline: 27 Feb 2025 - 23:59 (UTC)
Type of Contract: To be defined
Job Status: Not Applicable
Is the job funded through the EU Research Framework Programme? Other EU programme
Is the Job related to staff position within a Research Infrastructure? No
Offer Description
The project aims to develop a training algorithm that is distributed and allows multiple agents, each with their own dataset and GAN model, to collaborate to improve the performance of the final model while minimizing the exchange of sensitive data. The algorithm will integrate human-in-the-loop techniques to mitigate bias risks and ensure privacy, and will rely on fully distributed coordination techniques. It will also explore optimization of data sharing through compression and transfer learning techniques.
Eligibility of fellows
Country/ies of residence: EUROPE
Nationality/ies:
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