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20192026
most citedTwo Simple Ways to Learn Individual Fairness Metrics from Data

26 citations · 56 across the 21 of their papers we have counts for

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2 papers · 1 filter

stat.ME2023

UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation

Jianqing Fan, Jiawei Ge, Debarghya Mukherjee

Uncertainty quantification in prediction presents a compelling challenge with vast applications across various domains, including biomedical science, economics, and weather forecas…

math.ST2023

Deep Neural Networks for Nonparametric Interaction Models with Diverging Dimension

Sohom Bhattacharya, Jianqing Fan, Debarghya Mukherjee

Deep neural networks have achieved tremendous success due to their representation power and adaptation to low-dimensional structures. Their potential for estimating structured regr…