Julius Adebayo
Julius Adebayo
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Sanity checks for saliency maps
J Adebayo, J Gilmer, M Muelly, I Goodfellow, M Hardt, B Kim
NeuRIPS 2018, 2018
6742018
The (un) reliability of saliency methods
PJ Kindermans, S Hooker, J Adebayo, M Alber, KT Schütt, S Dähne, ...
Explainable AI: Interpreting, Explaining and Visualizing Deep Learning, 267-280, 2019
2932019
Credit scoring in the era of big data
M Hurley, J Adebayo
Yale Journal of Law and Technology 18 (1), 5, 2017
2392017
Local explanation methods for deep neural networks lack sensitivity to parameter values
J Adebayo, J Gilmer, I Goodfellow, B Kim
ICLR Workshop 2018, 2018
642018
Dynamical structure function identifiability conditions enabling signal structure reconstruction
J Adebayo, T Southwick, V Chetty, E Yeung, Y Yuan, J Goncalves, ...
2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 4635-4641, 2012
492012
FairML: ToolBox for diagnosing bias in predictive modeling
JA Adebayo
Massachusetts Institute of Technology, 2016
482016
Iterative orthogonal feature projection for diagnosing bias in black-box models
J Adebayo, L Kagal
FATML Workshop 2016, 2016
412016
Debugging Tests for Model Explanations
J Adebayo, M Muelly, I Liccardi, B Kim
NeuRIPS 2020, 2020
232020
Investigating human+ machine complementarity for recidivism predictions
S Tan, J Adebayo, K Inkpen, E Kamar
arXiv preprint arXiv:1808.09123, 2018
222018
Explaining explanations to society
LH Gilpin, C Testart, N Fruchter, J Adebayo
NeuRIPS Workshop, 2019
202019
Assessing the (un) trustworthiness of saliency maps for localizing abnormalities in medical imaging
N Arun, N Gaw, P Singh, K Chang, M Aggarwal, B Chen, K Hoebel, ...
arXiv preprint arXiv:2008.02766, 2020
172020
Mobile application development for crisis data
A Jain, J Adebayo, E De Leon, W Li, L Kagal, P Meier, C Castillo
Procedia Engineering 107, 255-262, 2015
122015
An exploration of social identity: The structure of the BBC news‐sharing community on Twitter
J Adebayo, M Tiziana, K Virdee, C Friedman
Complexity 19 (5), 55-63, 2014
92014
Bayesian modeling suggests that IL-12 (p40), IL-13 and MCP-1 drive murine cytokine networks in vivo
SL Field, T Dasgupta, M Cummings, RS Savage, J Adebayo, H McSara, ...
BMC systems biology 9 (1), 1-22, 2015
52015
A privacy protection procedure for large scale individual level data
J Adebayo, L Kagal
2015 IEEE International Conference on Intelligence and Security Informatics …, 2015
52015
Predicting oocyte fertilisability in intracytoplasmic sperm injection cycles: a retrospective observational study
N Orsi, T Dasgupta, M Cummings, J Adebayo, V Sharma, J Gunawardena, ...
The Lancet 389, S75, 2017
12017
Understanding the role of mobile technologies for humanitarian relief.
WHJ Li, J Adebayo, F Shih, L Kagal
ISCRAM, 2015
12015
Cytokine Networks in Endometrial Carcinogenesis
M Cummings, T Dasgupta, J Adebayo, G Mappa, R Hutson, N Wilkinson, ...
The Journal of Pathology 237, 2015
2015
Bayesian Modelling of Murine Lactational Networks In Vivo
N Orsi, T Dasgupta, H McSara, R Savage, J Adebayo, M Cummings, ...
REPRODUCTIVE SCIENCES 21 (3), 333A-333A, 2014
2014
In-silico Robust Reconstruction of the Per-Arnt-Sim Kinase Pathway using Dynamical Structure Functions
V Chetty, J Adebayo, A Mathis, D Demille, S Morley, T Anthony-Muthu, ...
2012
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Artikelen 1–20