David Hostallero

According to our database, David Hostallero authored at least 6 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Preclinical-to-clinical Anti-cancer Drug Response Prediction and Biomarker Identification Using TINDL.

David Earl Hostallero, Lixuan Wei, Liewei Wang, Junmei Cairns, Amin Emad

Genom. Proteom. Bioinform., June, 2023

2022

Looking at the BiG picture: incorporating bipartite graphs in drug response prediction.

David Earl Hostallero, Yihui Li, Amin Emad

Bioinform., 2022

2021

A network-informed analysis of SARS-CoV-2 and hemophagocytic lymphohistiocytosis genes' interactions points to Neutrophil extracellular traps as mediators of thrombosis in COVID-19.

Jun Ding, David Earl Hostallero, Mohamed Reda El Khili, Gregory Joseph Fonseca, Simon Milette, Nuzha Noorah, Myriam Guay-Belzile, Jonathan Spicer, Noriko Daneshtalab, Martin Sirois, Karine Tremblay, Amin Emad, Simon Rousseau

PLoS Comput. Biol., 2021

2020

Inducing Cooperation through Reward Reshaping based on Peer Evaluations in Deep Multi-Agent Reinforcement Learning.

David Earl Hostallero, Daewoo Kim, Sangwoo Moon, Kyunghwan Son, Wan Ju Kang, Yung Yi

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning.

Kyunghwan Son, Daewoo Kim, Wan Ju Kang, David Hostallero, Yung Yi

Proceedings of the 36th International Conference on Machine Learning, 2019

Learning to Schedule Communication in Multi-agent Reinforcement Learning.

Daewoo Kim, Sangwoo Moon, David Hostallero, Wan Ju Kang, Taeyoung Lee, Kyunghwan Son, Yung Yi

Proceedings of the 7th International Conference on Learning Representations, 2019