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Julius Adebayo
Julius Adebayo
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Sanity checks for saliency maps
J Adebayo, J Gilmer, M Muelly, I Goodfellow, M Hardt, B Kim
Advances in Neural Information Processing Systems (NeurIPS), 2018
10892018
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
4072019
Credit scoring in the era of big data
M Hurley, J Adebayo
Yale Journal of Law and Technology 18 (1), 5, 2017
3252017
Local explanation methods for deep neural networks lack sensitivity to parameter values
J Adebayo, J Gilmer, I Goodfellow, B Kim
ICLR Workshop, 2018
882018
FairML: ToolBox for diagnosing bias in predictive modeling
JA Adebayo
Massachusetts Institute of Technology (Thesis), 2016
752016
Debugging Tests for Model Explanations
J Adebayo, M Muelly, I Liccardi, B Kim
Advances in Neural Information Processing Systems (NeurIPS), 2020
712020
Assessing the trustworthiness of saliency maps for localizing abnormalities in medical imaging
N Arun, N Gaw, P Singh, K Chang, M Aggarwal, B Chen, K Hoebel, ...
Radiology: Artificial Intelligence 3 (6), 2021
602021
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
562012
Iterative orthogonal feature projection for diagnosing bias in black-box models
J Adebayo, L Kagal
FAT/ML Workshop, 2016
542016
Investigating human+ machine complementarity for recidivism predictions
S Tan, J Adebayo, K Inkpen, E Kamar
arXiv preprint arXiv:1808.09123, 2018
382018
Explaining explanations to society
LH Gilpin, C Testart, N Fruchter, J Adebayo
NeuRIPS Workshop, 2019
232019
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
142015
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
102014
Post hoc Explanations may be Ineffective for Detecting Unknown Spurious Correlation
J Adebayo, M Muelly, H Abelson, B Kim
International Conference on Learning Representations (ICLR), 2021
82021
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
72015
A privacy protection procedure for large scale individual level data
J Adebayo, L Kagal
IEEE ISI, 120-125, 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, ...
JOURNAL OF PATHOLOGY 237, S36-S36, 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
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