Elias Chaibub Neto
发表
Boleslaw K. Szymanski,
Konstantin Kuzmin,
Thomas J. Grabowski,
2022
.
Larsson Omberg,
Elias Chaibub Neto,
Brian M. Bot,
2019,
KDD.
Elias Chaibub Neto,
Adam A. Margolin,
In Sock Jang,
2014,
Pacific Symposium on Biocomputing.
Larsson Omberg,
Elias Chaibub Neto,
Brian M. Bot,
2017
.
Counterfactual confounding adjustment for feature representations learned by deep models: with an application to image classification tasks
pdf
Elias Chaibub Neto,
2020,
ArXiv.
Stable predictions for health related anticausal prediction tasks affected by selection biases: the need to deconfound the test set features
pdf
Larsson Omberg,
Elias Chaibub Neto,
Solveig K Sieberts,
2020,
ArXiv.
Detecting Learning vs Memorization in Deep Neural Networks using Shared Structure Validation Sets
pdf
Elias Chaibub Neto,
2018,
ArXiv.
John Wilbanks,
Larsson Omberg,
Elias Chaibub Neto,
2019,
npj Digital Medicine.
Xinwei Deng,
Elias Chaibub Neto,
Brian S. Yandell,
2011
.
Elias Chaibub Neto,
E. C. Neto,
2020
.
André Fujita,
Elias Chaibub Neto,
Adèle H. Ribeiro,
2016
.
Elias Chaibub Neto,
E. C. Neto,
2020,
2001.03998.
Elias Chaibub Neto,
E. C. Neto,
2020,
KDD.
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners
pdf
Elias Chaibub Neto,
2020,
ArXiv.
Justin Guinney,
Elias Chaibub Neto,
Adam A. Margolin,
2013,
Pacific Symposium on Biocomputing.
Amir K. Foroushani,
Yuanfang Guan,
Jaewoo Kang,
2019,
Nature Communications.
Larsson Omberg,
Elias Chaibub Neto,
Thanneer M. Perumal,
2018,
UbiComp/ISWC Adjunct.
Arno Klein,
Justin Guinney,
Larsson Omberg,
2016,
PSB.
Sean D. Mooney,
Elias Chaibub Neto,
Abhishek Pratap,
2017,
UbiComp/ISWC Adjunct.
Satrajit S. Ghosh,
Arno Klein,
Anisha Keshavan,
2016,
bioRxiv.
Paolo Bonato,
Gloria Vergara-Diaz,
Yuanfang Guan,
2020,
bioRxiv.
Larsson Omberg,
Elias Chaibub Neto,
Thanneer M Perumal,
2017
.
Elias Chaibub Neto,
Brian S. Yandell,
Jun Zhu,
2013,
Genetics.
Michael W. Weiner,
Robert C. Green,
Yen-Jen Oyang,
2016,
Alzheimer's & Dementia.
Larsson Omberg,
Elias Chaibub Neto,
Thanneer M Perumal,
2017,
1706.09574.
Thomas Yu,
Pablo Meyer,
Justin Guinney,
2016,
1607.00091.
Elias Chaibub Neto,
2018
.
Matti Pirinen,
Jukka Corander,
Krister Wennerberg,
2016,
Nature Communications.
Elias Chaibub Neto,
Ping Wang,
Christina Kendziorski,
2008,
PLoS genetics.
Satrajit S. Ghosh,
Arno Klein,
Anisha Keshavan,
2016,
bioRxiv.
Larsson Omberg,
Elias Chaibub Neto,
Meghasyam Tummalacherla,
2019,
1911.05139.
Thomas Yu,
Tapio Pahikkala,
Antti Airola,
2017,
The Lancet. Oncology.