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08/14/2023
Locally Adaptive and Differentiable Regression
Over-parameterized models like deep nets and random forests have become ...
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04/30/2023
The ART of Transfer Learning: An Adaptive and Robust Pipeline
Transfer learning is an essential tool for improving the performance of ...
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06/23/2022
High-dimensional Variable Screening via Conditional Martingale Difference Divergence
Variable screening has been a useful research area that helps to deal wi...
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05/29/2020
Meta Clustering for Collaborative Learning
An emerging number of learning scenarios involve a set of learners/analy...
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08/27/2018
Combining Predictions of Auto Insurance Claims
This paper aims at achieving better performance of prediction by combini...
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04/06/2018