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06/10/2022
Efficient Heterogeneous Treatment Effect Estimation With Multiple Experiments and Multiple Outcomes
Learning heterogeneous treatment effects (HTEs) is an important problem ...
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03/24/2021
Online Market Equilibrium with Application to Fair Division
Computing market equilibria is a problem of both theoretical and applied...
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11/12/2020
Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian
Over the last decade, a single algorithm has changed many facets of our ...
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03/06/2020
"Other-Play" for Zero-Shot Coordination
We consider the problem of zero-shot coordination - constructing AI agen...
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12/10/2019
Robust Market Equilibria with Uncertain Preferences
The problem of allocating scarce items to individuals is an important pr...
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03/28/2019
PyTorch-BigGraph: A Large-scale Graph Embedding System
Graph embedding methods produce unsupervised node features from graphs t...
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07/18/2018