Elias Chaibub Neto

Identifiers

• name variant Elias Chaibub Neto 0.60 · backfill

Papers (10)

1. Using permutations to assess confounding in machine learning applications for digital health stat.AP · 2018 · author #1
2. Using permutations to detect, quantify and correct for confounding in machine learning predictions stat.AP · 2018 · author #1
3. Detecting Learning vs Memorization in Deep Neural Networks using Shared Structure Validation Sets stat.ML · 2018 · author #1
4. Learning Disease vs Participant Signatures: a permutation test approach to detect identity confounding in machine learning diagnostic applications stat.AP · 2017 · author #1
5. On the analysis of personalized medication response and classification of case vs control patients in mobile health studies: the mPower case study stat.AP · 2017 · author #1
6. Reducing overfitting in challenge-based competitions stat.AP · 2016 · author #1
7. Using instrumental variables to disentangle treatment and placebo effects in blinded and unblinded randomized clinical trials influenced by unmeasured confounders stat.AP · 2016 · author #1
8. Towards personalized causal inference of medication response in mobile health: an instrumental variable approach for randomized trials with imperfect compliance stat.AP · 2016 · author #1
9. Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clustering cs.CE · 2015 · author #8
10. Causal graphical models in systems genetics: A unified framework for joint inference of causal network and genetic architecture for correlated phenotypes stat.AP · 2010 · author #1

Mentions

• 1501.04709 #8 · backfill · confidence 0.70 Elias Chaibub Neto
• 1010.1402 #1 · backfill · confidence 0.70 Elias Chaibub Neto

Frequent Coauthors

• Brian M Bot 5 shared papers
• Lara Mangravite 4 shared papers
• Larsson Omberg 4 shared papers
• Abhishek Pratap 3 shared papers
• Andrew D Trister 3 shared papers
• Thanneer M Perumal 3 shared papers
• Meghasyam Tummalacherla 2 shared papers
• Stephen H Friend 2 shared papers
• Alan D. Attie 1 shared papers
• Boleslaw Szymanski 1 shared papers
• Brian S. Yandell 1 shared papers
• Bruce R Hoff 1 shared papers
• Changkyu Lee 1 shared papers
• Chris Bare 1 shared papers
• Chris Gaiteri 1 shared papers
• Gustavo Stolovitzky 1 shared papers
• James C Costello 1 shared papers
• Jierui Xie 1 shared papers
• Julio Saez-Rodrigues 1 shared papers
• Justin Guinney 1 shared papers