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05/19/2023
Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models
Generalized Additive Models (GAMs) have recently experienced a resurgenc...
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03/18/2023
Interpretable Reinforcement Learning via Neural Additive Models for Inventory Management
The COVID-19 pandemic has highlighted the importance of supply chains an...
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08/31/2022
Bayesian Optimization-based Combinatorial Assignment
We study the combinatorial assignment domain, which includes combinatori...
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09/30/2021
Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment
Many important resource allocation problems involve the combinatorial as...
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08/22/2020
NAS-Bench-301 and the Case for Surrogate Benchmarks for Neural Architecture Search
Neural Architecture Search (NAS) is a logical next step in the automatic...
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01/28/2020