Search Results for author: Jonathon Byrd

Found 2 papers, 2 papers with code

What is the Effect of Importance Weighting in Deep Learning?

1 code implementation8 Dec 2018 Jonathon Byrd, Zachary C. Lipton

Importance-weighted risk minimization is a key ingredient in many machine learning algorithms for causal inference, domain adaptation, class imbalance, and off-policy reinforcement learning.

Causal Inference Domain Adaptation +1

Protein Interface Prediction using Graph Convolutional Networks

2 code implementations NeurIPS 2017 Alex Fout, Jonathon Byrd, Basir Shariat, Asa Ben-Hur

We consider the prediction of interfaces between proteins, a challenging problem with important applications in drug discovery and design, and examine the performance of existing and newly proposed spatial graph convolution operators for this task.

Drug Discovery Protein Interface Prediction

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