Tony Chiang

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	All	Since 2020
Citations	173	75
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Andrew EngelData Scientist, Pacific Northwest National LaboratoryVerified email at pnnl.gov
Anand SarwateAssociate Professor, Rutgers UniversityVerified email at rutgers.edu
Wolfgang HuberEMBL - European Molecular Biology LaboratoryVerified email at embl.org
Zhichao WangPh.D. Student at Department of Mathematics University of California, San DiegoVerified email at ucsd.edu
Sutanay ChoudhuryPacific Northwest National LaboratoryVerified email at pnnl.gov
Ioana DumitriuUniversity of California, San DiegoVerified email at ucsd.edu
Panos StinisPacific Northwest National LaboratoryVerified email at pnnl.gov
Deepayan SarkarAssociate Professor at Indian Statistical Institute, Delhi, IndiaVerified email at isid.ac.in
Adam K SavageAllen Institute for ImmunologyVerified email at alleninstitute.org
Miriam GutschowComputational and Experimental ImmunologyVerified email at bms.com
Troy TorgersonDirector of Experimental Immunology, Allen Institute for ImmunologyVerified email at alleninstitute.org
Adam TsouPhD Student, Johns Hopkins UniversityVerified email at jh.edu
Saad QadeerPacific Northwest National LabVerified email at pnnl.gov
Pete SkeneDamon Runyon Postdoctoral Research Fellow, Fred Hutchinson Cancer Research Center, SeattleVerified email at fhcrc.org
Paul MeijerAllen Institute for ImmunologyVerified email at alleninstitute.org
Hamid BolouriBenaroya Research InstituteVerified email at BenaroyaResearch.org
Amanda HowardPacific Northwest National LaboratoryVerified email at pnnl.gov
Natalie S. FrankPhD student, NYUVerified email at nyu.edu
Sandra OrchardProtein Function Content Team Leader, EMBL-EBIVerified email at ebi.ac.uk
Samuel KerrienBlue Brain Project, EPFLVerified email at epfl.ch

Tony Chiang

Advanced Research Projects Agency for Health

Verified email at alum.mit.edu - Homepage

AI Assurance | Health | Public Policy


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Coverage and error models of protein-protein interaction data by directed graph analysis T Chiang, D Scholtens, D Sarkar, R Gentleman, W Huber Genome biology 8, 1-14, 2007	58	2007
Multimodal analysis for human ex vivo studies shows extensive molecular changes from delays in blood processing AK Savage, MV Gutschow, T Chiang, K Henderson, R Green, ... Iscience 24 (5), 2021	23	2021
Estimating node degree in bait-prey graphs D Scholtens, T Chiang, W Huber, R Gentleman Bioinformatics 24 (2), 218-224, 2008	23	2008
Spectral evolution and invariance in linear-width neural networks Z Wang, A Engel, AD Sarwate, I Dumitriu, T Chiang Advances in Neural Information Processing Systems 36, 2024	18	2024
A general pipeline for quality and statistical assessment of protein interaction data using R and Bioconductor T Chiang, D Scholtens Nature Protocols 4 (4), 535-546, 2009	17	2009
Rintact: enabling computational analysis of molecular interaction data from the IntAct repository T Chiang, N Li, S Orchard, S Kerrien, H Hermjakob, R Gentleman, ... Bioinformatics 24 (8), 1100-1101, 2008	10	2008
Efficient kernel surrogates for neural network-based regression S Qadeer, A Engel, A Howard, A Tsou, M Vargas, P Stinis, T Chiang arXiv preprint arXiv:2310.18612, 2023	5	2023
Faithful and efficient explanations for neural networks via neural tangent kernel surrogate models A Engel, Z Wang, NS Frank, I Dumitriu, S Choudhury, A Sarwate, ... arXiv preprint arXiv:2305.14585, 2023	5	2023
Torchntk: A library for calculation of neural tangent kernels of pytorch models A Engel, Z Wang, AD Sarwate, S Choudhury, T Chiang arXiv preprint arXiv:2205.12372, 2022	5	2022
The conjugate kernel for efficient training of physics-informed deep operator networks AA Howard, S Qadeer, AW Engel, A Tsou, M Vargas, T Chiang, P Stinis ICLR 2024 Workshop on AI4DifferentialEquations In Science, 0	4
Measuring model variability using robust non-parametric testing S Banerjee, T Marrinan, R Cannon, T Chiang, AD Sarwate arXiv preprint arXiv:2406.08307, 2024	2	2024
Computational and systems biology advances to enable bioagent agnostic signatures A Lin, CM Torres, EC Hobbs, J Bardhan, SB Aley, CT Spencer, KL Taylor, ... Health security 22 (2), 130-139, 2024	1	2024
Foundation Model's Embedded Representations May Detect Distribution Shift M Vargas, A Tsou, A Engel, T Chiang arXiv preprint arXiv:2310.13836, 2023	1	2023
Robust explanations for deep neural networks via pseudo neural tangent kernel surrogate models A Engel, Z Wang, NS Frank, I Dumitriu, S Choudhury, A Sarwate, ... arXiv preprint arXiv:2305.14585, 2023	1	2023
Understanding Generative AI Content with Embedding Models M Vargas, R Cannon, A Engel, AD Sarwate, T Chiang arXiv preprint arXiv:2408.10437, 2024		2024
Computational and Systems Biology Advances to Enable Bioagent Agnostic Signatures A Lin, C Torres, E Hobbs, J Bardhan, S Aley, C Spencer, K Taylor, ... Health Security, 2024		2024
Report on Pure Mathematics of Machine Learning TY Chiang, AW Engel, S Qadeer, M Vargas, S Choudhury, P Stinis Pacific Northwest National Laboratory (PNNL), Richland, WA (United States), 2023		2023
pnnl/projection_ntk K Georgiev, A Engel, S Park, G Leclerc, A Ilyas, B Cohen-Wang, G Tanadi, ... Pacific Northwest National Laboratory (PNNL), Richland, WA (United States), 2023		2023
Robust Nonparametric Hypothesis Testing to Understand Variability in Training Neural Networks S Banerjee, R Cannon, T Marrinan, T Chiang, AD Sarwate arXiv preprint arXiv:2310.00541, 2023		2023
Exploring Learned Representations of Neural Networks with Principal Component Analysis A Harlev, A Engel, P Stinis, T Chiang arXiv preprint arXiv:2309.15328, 2023		2023

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