Fairness in Federated Learning: Trends, Challenges, and Opportunities
This survey delves into the intricate issues pertinent to fairness in federated learning , where various biasing factors can skew model performance. By systematically analyzing fairness‐aware strategies, evaluation metrics, and future directions, this work identifies pivotal research gaps in existing approaches and sheds light on both challenges and ...
Noorain Mukhtiar+2 more
wiley +1 more source
Classification of the Type of Contact Between Primary Molars as an Indicator of the Likelihood of Future Caries. [PDF]
Cortes A+3 more
europepmc +1 more source
Gecko‐Inspired Adhesive Grasping from Convex to Flat Surfaces with Contact Sensing
A gecko‐inspired adhesive gripper with a pair of soft hierarchical bio‐toes and a bionic rolling module is designed for adaptive grasping from convex to flat surfaces. Integrated adhesive contact sensing enables the smart grabbing of complex items. The gripper exhibits adaptability, load‐bearing capacity, and potential for applications in industries ...
Liuwei Wang+6 more
wiley +1 more source
Evaluation of the relations between foot & ankle pathologies and anatomic variations with magnetic resonance imaging of 849 study population. [PDF]
Pota K+3 more
europepmc +1 more source
This work presents a novel flexible tactile sensor based on the unconventional reversible contact behavior between liquid metal droplets (LMDs), with high‐pressure sensitivity and a broad working range. The 2‐LMD‐based sensor is capable of monitoring human motion and physiological signals, while electrical impedance tomography enables precise shape and
Shuai Dong+6 more
wiley +1 more source
Rigid enlargement of sybodies with antibody fragments for cryo-EM analyses of small membrane proteins. [PDF]
Ackle F+3 more
europepmc +1 more source
Predicting changes of incisor and facial profile following orthodontic treatment: a machine learning approach. [PDF]
Peng J+6 more
europepmc +1 more source
A Biomimetic Flexible Sliding Suction Cup Suitable for Curved Surfaces. [PDF]
Cui E+5 more
europepmc +1 more source
Non-fragile control of switched systems with memory feedback based on convex optimization. [PDF]
Zhou J, Zhang X.
europepmc +1 more source
Density-Functional Theory for the Dicke Hamiltonian. [PDF]
Bakkestuen VH+3 more
europepmc +1 more source