[Event at CIG] [CFP] [Extended Deadline] IEEE CAI 2025 Workshop on Fairness-Aware Federated Optimization and Learning

[Pedro Porto Buarque De Gusmao]

Hello,

This is to let you know that the deadline for IEEE CAI 2025 Workshop on Fairness-Aware Federated Optimization and Learning has been extended to 10 March 2025.

2025 IEEE Conference on Artificial Intelligence (IEEE CAI), Santa Clara, California, USA  May 5-7, 2025
Web page: https://xw00616.github.io/Fairness-aware-Federated-Optimization-and-Learning/

The IEEE CAI 2025 Workshop on Fairness-Aware Federated Optimization and Learning seeks original, high-quality technical papers describing significant research contributions to fair, secure, and private federated optimization.
Proposed topics will include topics including, but not limited to:

  1.  Fairness-aware Bayesian optimization and data-driven optimization

  1.  Fairness-aware multi-objective optimization and machine learning

  1.  Privacy-preserving Bayesian and distributed optimization

  1.  Secure federated optimization

  1.  Client selection in fair cross-device FL

  1.  Data valuation for fairness-aware FL

  1.  Federated machine unlearning

  1.  Federated transfer learning

  1.  Malicious attacks and defense in FL

  1.  Optimization strategies in large scale FL

  1.  Privacy-preserving techniques in FL

  1.  Optimization strategies and reliability in scalable fair-FL systems

  1.  Algorithms for training and finetuning large language models (LLMs) in fair FL.

  1.  Algorithms for fairness in FL training of foundation models in.
Successful papers should propose novel ideas to attack such problems through rigorous problem analysis, system design, and experimental evaluation.

== Submission Information:


  *   Website: https://easychair.org/conferences/?conf=cai2025 - Track: “Workshop on Fairness-Aware Federated Optimization and Learning”

  *   Full paper submission NEW deadline: 10 March, 2025

We look forward to your submissions and participation.
Warm regards,

The Workshop Organizers
2025 IEEE Conference on Artificial Intelligence (IEEE CAI)
Santa Clara, California, USA
May 5-7, 2025