PFL
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Ditcheva to make PFL return against Kielholtz in July
Dakota Ditcheva is set to return to the Professional Fighters League (PFL) after a year-long absence due to injury. She will compete against Dutch flyweight Denise Kielholtz in New York on 31 July.
Ditcheva to make PFL return against Kielholtz in July
Dakota Ditcheva is set to make her return to the PFL after a year-long absence due to injury. She will compete against Dutch flyweight Denise Kielholtz in New York on 31 July.
Ditcheva to make PFL return against Kielholtz in July
Dakota Ditcheva is set to make her professional return after a year-long absence due to injury. She will compete against Dutch flyweight Denise Kielholtz in New York on 31 July.
Comprehensive and Reliable Feature Attribution for Diverse Modalities and Models via Frequency-Domain Insights
Announce Type: replace Abstract: Personalized Federal learning(PFL) allows clients to cooperatively train a personalized model without disclosing their private dataset. However, PFL suffers from Non-IID, heterogeneous devices, lack of fairness, and unclear contribution which urgently need the interpretability of deep learning model to overcome these challenges. These challenges proposed new demands for interpretability.
Exploring CKKS Parameter Trade-offs for Privacy-Preserving Personalized Federated Learning
Announce Type: new Abstract: Privacy-preserving Personalized Federated Learning (PFL) enables clients to collaboratively train personalized models without exposing raw data, but exchanged model updates remain vulnerable to inference attacks from honest-but-curious servers. Homomorphic Encryption (HE) addresses this by allowing server-side aggregation directly on encrypted updates, with the CKKS scheme being particularly suitable due to its native support for approximate floating-point...
Best of the unbeaten: Which undefeated fighter is ...
It's hard to remain undefeated in MMA. Since ESPN ranked the top unbeaten martial artists in the world a year ago, several have suffered their first losses. None was more significant than former middleweight champion Khamzat Chimaev failing to get his hand raised for the first time in 16 appearances in a split decision to Sean Strickland at UFC 328 last month.