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06/05/2023
COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search
The sparse Mixture-of-Experts (Sparse-MoE) framework efficiently scales ...
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05/19/2022
Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles
Decision tree ensembles are widely used and competitive learning models....
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10/13/2021
Newer is not always better: Rethinking transferability metrics, their peculiarities, stability and performance
Fine-tuning of large pre-trained image and language models on small cust...
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08/24/2021
Predicting Census Survey Response Rates via Interpretable Nonparametric Additive Models with Structured Interactions
Accurate and interpretable prediction of survey response rates is import...
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07/18/2021