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Found 4 papers, 1 papers with code
GRAPHGINI: Fostering Individual and Group Fairness in Graph Neural Networks
Extensive experimentation on real-world datasets showcases the efficacy of GRAPHGINI in making significant improvements in individual fairness compared to all currently available state-of-the-art methods while maintaining utility and group equality.
Gigs with Guarantees: Achieving Fair Wage for Food Delivery Workers
With the increasing popularity of food delivery platforms, it has become pertinent to look into the working conditions of the 'gig' workers in these platforms, especially providing them fair wages, reasonable working hours, and transparency on work availability.
FROCC: Fast Random projection-based One-Class Classification
We present Fast Random projection-based One-Class Classification (FROCC), an extremely efficient method for one-class classification.
Lecture notes: Efficient approximation of kernel functions
These lecture notes endeavour to collect in one place the mathematical background required to understand the properties of kernels in general and the Random Fourier Features approximation of Rahimi and Recht (NIPS 2007) in particular.
