FedAF: Improving Federated Learning for Heterogeneous Data
A new federated learning algorithm, FedAF, addresses data heterogeneity challenges without model aggregation, leading to better accuracy and faster convergence.
Explore this AI enthusiast's blog and resume, documenting a dedicated journey in AI and machine learning, enriched with personal experiences, accomplishments, and captivating photographies.
A new federated learning algorithm, FedAF, addresses data heterogeneity challenges without model aggregation, leading to better accuracy and faster convergence.
Experience the journey from Kristiansand to Hirtshals aboard the Fjord Line ferry. Discover the benefits and joys of ferry travel between Norway and Denmark.
Explore the misty landscapes of Hardanger, Norway, through a series of photographs that capture the region's natural beauty and tranquility.
Discover the quiet beauty of the uncharted forests near Roldalsvatnet in Norway through a series of photographs capturing the essence of its natural wonders.
An in-depth look at how federated learning techniques can protect user privacy in face recognition systems while maintaining model effectiveness.
A new approach called Co-Boosting enhances one-shot federated learning by simultaneously improving synthesized data and ensemble models, leading to better server model performance without additional client-side adjustments.
Explore the stunning potholes of Jettegrytene in Nissedal, Norway—a testament to the power of ice age meltwater carving into bedrock.
Explore the stunning beauty of Jettegrytene under the starlit skies of Nissedal, where nature's ancient potholes meet the cosmos.
Experience the rugged beauty of Norway's Fyre/Stalheim - Grindaflethytta trail through a series of photographs captured during a solo hike.