Anthony Gitter

According to our database1, Anthony Gitter authored at least 17 papers between 2011 and 2021.

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Bibliography

2021
Ten Quick Tips for Deep Learning in Biology.
CoRR, 2021

2020
Inferring Signaling Pathways with Probabilistic Programming.
CoRR, 2020

Lag penalized weighted correlation for time series clustering.
BMC Bioinform., 2020

2019
Predicting kinase inhibitors using bioactivity matrix derived informer sets.
PLoS Comput. Biol., 2019

Open collaborative writing with Manubot.
PLoS Comput. Biol., 2019

Learning Drug Functions from Chemical Structures with Convolutional Neural Networks and Random Forests.
J. Chem. Inf. Model., 2019

Practical Model Selection for Prospective Virtual Screening.
J. Chem. Inf. Model., 2019

Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Network inference reveals novel connections in pathways regulating growth and defense in the yeast salt response.
PLoS Comput. Biol., 2018

2016
Network-Based Interpretation of Diverse High-Throughput Datasets through the Omics Integrator Software Package.
PLoS Comput. Biol., 2016

Unsupervised learning of transcriptional regulatory networks via latent tree graphical models.
CoRR, 2016

2014
Multitask Learning of Signaling and Regulatory Networks with Application to Studying Human Response to Flu.
PLoS Comput. Biol., 2014

Sharing Information to Reconstruct Patient-Specific Pathways in Heterogeneous Diseases.
Proceedings of the Biocomputing 2014: Proceedings of the Pacific Symposium, 2014

2013
Identifying proteins controlling key disease signaling pathways.
Bioinform., 2013

2012
A Network-based Approach for Predicting Missing Pathway Interactions.
PLoS Comput. Biol., 2012

DREM 2.0: Improved reconstruction of dynamic regulatory networks from time-series expression data.
BMC Syst. Biol., 2012

2011
A New Computationally Efficient Measure of Topological Redundancy of Biological and Social Networks
CoRR, 2011


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