Prasad Patil

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 9

Top Topics

Ensemble Learning

Invariant Representations

Predictive Features

Top Venues

Stat. Anal. Data Min.

Publications

Yujie Wu, Boyu Ren, Prasad Patil
A pairwise strategy for imputing predictive features when combining multiple datasets. Bioinform. 39 (1) (2023)
Cathy Shyr, Pragya Sur, Giovanni Parmigiani, Prasad Patil
Multi-Study Boosting: Theoretical Considerations for Merging vs. Ensembling. CoRR (2022)
Yuqing Zhang, Prasad Patil, W. Evan Johnson, Giovanni Parmigiani
Robustifying genomic classifiers to batch effects via ensemble learning. Bioinform. 37 (11) (2021)
Maya Howes Gupta, Ali Abdolrahmani, Emory James Edwards, Mayra Cortez, Andrew Tumang, Yasmin Majali, Marc Lazaga, Samhitha Tarra, Prasad Patil, Ravi Kuber, Stacy M. Branham
Towards More Universal Wayfinding Technologies: Navigation Preferences Across Disabilities. CHI (2020)
Maya Ramchandran, Prasad Patil, Giovanni Parmigiani
Tree-Weighting for Multi-Study Ensemble Learners. PSB (2020)
Zhun Deng, Frances Ding, Cynthia Dwork, Rachel Hong, Giovanni Parmigiani, Prasad Patil, Pragya Sur
Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations. CoRR (2020)
Zoe Guan, Giovanni Parmigiani, Prasad Patil
Merging versus Ensembling in Multi-Study Machine Learning: Theoretical Insight from Random Effects. CoRR (2019)
Kavishwar B. Wagholikar, Rahul Jain, Eliel Oliveira, Joshua C. Mandel, Jeffrey G. Klann, Ricardo Colas, Prasad Patil, Kuladip Yadav, Kenneth D. Mandl, Shawn N. Murphy
Evolving Research Data Sharing Networks to Clinical App Sharing Networks. CRI (2017)
Kavishwar B. Wagholikar, Rahul Jain, Eliel Oliveira, Joshua C. Mandel, Jeffrey G. Klann, Prasad Patil, Kenneth D. Mandl, Shawn N. Murphy, Thomas Carton
Evaluation of SMART-on-FHIR I2b2 cell using PCORNET data model. AMIA (2016)
Prasad Patil, Pierre-Olivier Bachant-Winner, Benjamin Haibe-Kains, Jeffrey T. Leek
Test set bias affects reproducibility of gene signatures. Bioinform. 31 (14) (2015)
Prasad Patil, Jeffrey T. Leek
Discussion of "visualizing statistical models: Removing the blindfold". Stat. Anal. Data Min. 8 (4) (2015)
Vincent A. Fusaro, Prasad Patil, Erik Gafni, Dennis P. Wall, Peter J. Tonellato
Biomedical Cloud Computing With Amazon Web Services. PLoS Comput. Biol. 7 (8) (2011)
Chih-Lin Chi, Peter J. Kos, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato
Mining personalized medicine algorithms with surrogate algorithm tags. IHI (2010)
Dennis P. Wall, Parul Kudtarkar, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato
Cloud computing for comparative genomics. BMC Bioinform. 11 (2010)