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David Earl Hostallero
David Earl Hostallero
PhD Student, McGill University
mail.mcgill.ca의 이메일 확인됨 - 홈페이지
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Qtran: Learning to factorize with transformation for cooperative multi-agent reinforcement learning
K Son, D Kim, WJ Kang, DE Hostallero, Y Yi
International conference on machine learning, 5887-5896, 2019
7602019
Learning to schedule communication in multi-agent reinforcement learning
D Kim, S Moon, D Hostallero, WJ Kang, T Lee, K Son, Y Yi
arXiv preprint arXiv:1902.01554, 2019
2142019
DemNet: a convolutional neural network for the detection of Alzheimer's disease and mild cognitive impairment
CD Billones, OJLD Demetria, DED Hostallero, PC Naval
2016 IEEE region 10 conference (TENCON), 3724-3727, 2016
1482016
Deep learning approaches to detect atrial fibrillation using photoplethysmographic signals: algorithms development study
S Kwon, J Hong, EK Choi, E Lee, DE Hostallero, WJ Kang, B Lee, ...
JMIR mHealth and uHealth 7 (6), e12770, 2019
692019
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
J Ding, DE Hostallero, MR El Khili, GJ Fonseca, S Milette, N Noorah, ...
PLoS Computational Biology 17 (3), e1008810, 2021
242021
Inducing cooperation through reward reshaping based on peer evaluations in deep multi-agent reinforcement learning
DE Hostallero, D Kim, S Moon, K Son, WJ Kang, Y Yi
Proceedings of the 19th International Conference on Autonomous Agents and …, 2020
172020
Looking at the BiG picture: incorporating bipartite graphs in drug response prediction
DE Hostallero, Y Li, A Emad
Bioinformatics 38 (14), 3609-3620, 2022
112022
Preclinical-to-clinical anti-cancer drug response prediction and biomarker identification using TINDL
DE Hostallero, L Wei, L Wang, J Cairns, A Emad
Genomics, Proteomics & Bioinformatics 21 (3), 535-550, 2023
6*2023
Interpretable deep learning architectures for improving drug response prediction performance: myth or reality?
Y Li, DE Hostallero, A Emad
Bioinformatics 39 (6), btad390, 2023
32023
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