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Alexander New
Alexander New
Johns Hopkins University Applied Physics Laboratory
Bestätigte E-Mail-Adresse bei jhuapl.edu
Titel
Zitiert von
Zitiert von
Jahr
Lifelong learning metrics
A New, M Baker, E Nguyen, G Vallabha
arXiv preprint arXiv:2201.08278, 2022
102022
Semantically-aware population health risk analyses
A New, SM Rashid, JS Erickson, DL McGuinness, KP Bennett
arXiv preprint arXiv:1811.11190, 2018
92018
L2explorer: A lifelong reinforcement learning assessment environment
EC Johnson, EQ Nguyen, B Schreurs, CS Ewulum, C Ashcraft, ...
arXiv preprint arXiv:2203.07454, 2022
82022
A precision environment-wide association study of hypertension via supervised cadre models
A New, KP Bennett
IEEE Journal of Biomedical and Health Informatics 24 (3), 916-925, 2019
82019
Cadre modeling: Simultaneously discovering subpopulations and predictive models
A New, C Breneman, KP Bennett
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
72018
Supervised mixture models for population health
X Shou, G Mavroudeas, A New, K Arhin, JN Kuruzovich, M Magdon-Ismail, ...
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019
32019
Semantically-targeted analytics for reproducible scientific discovery
A New, S Chari, M Qi, SM Rashid, JS Erickson, DL McGuinness, ...
Proceedings of the Conference on Artificial Intelligence for Data Discovery …, 2019
12019
Automating Population Health Studies Through Semantics and Statistics.
A New, M Qi, S Chari, SM Rashid, O Seneviratne, JP McCusker, ...
SAWSemStats@ ISWC, 2019
12019
A domain-agnostic approach for characterization of lifelong learning systems
MM Baker, A New, M Aguilar-Simon, Z Al-Halah, SMR Arnold, ...
Neural Networks, 2023
2023
Closed-loop machine learning for discovery of novel superconductors
EA Pogue, A New, K McElroy, NQ Le, MJ Pekala, I McCue, E Gienger, ...
arXiv preprint arXiv:2212.11855, 2022
2022
Tunable Complexity Benchmarks for Evaluating Physics-Informed Neural Networks on Coupled Ordinary Differential Equations
A New, B Eng, AC Timm, AS Gearhart
arXiv preprint arXiv:2210.07880, 2022
2022
Continual learning benefits from multiple sleep mechanisms: NREM, REM, and Synaptic Downscaling
BS Robinson, CW Lau, A New, SM Nichols, EC Johnson, M Wolmetz, ...
arXiv preprint arXiv:2209.05245, 2022
2022
Neural Basis Functions for Accelerating Solutions to High Mach Euler Equations
D Witman, A New, H Alkendry, H Mrema
arXiv preprint arXiv:2208.01687, 2022
2022
Curvature-informed multi-task learning for graph networks
A New, MJ Pekala, NQ Le, J Domenico, CD Piatko, CD Stiles
arXiv preprint arXiv:2208.01684, 2022
2022
Latent Properties of Lifelong Learning Systems
C Rivera, C Ashcraft, A New, J Schmidt, G Vallabha
arXiv preprint arXiv:2207.14378, 2022
2022
Continual learning benefits from multiple sleep stages: NREM, REM, and Synaptic Downscaling
BS Robinson, CW Lau, A New, SM Nichols, EC Johnson, M Wolmetz, ...
2022 International Joint Conference on Neural Networks (IJCNN), 1-9, 2022
2022
Automating Population Health Studies through Semantics and Statistics Semantic Statistics (SemStats)
A New, M Qi, S Chari, SM Rashid, O Seneviratne, J McCusker, ...
Springer, 2019
2019
Supervised Cadre Models for Subpopulation-Based Learning
A New
Rensselaer Polytechnic Institute, 2019
2019
Using semantics and analytics to drive dynamic health risk analyses
A New, S Rashid, JS Erickson, DL McGuinness, KP Bennett
AMIA, 2018
2018
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