Olivia Choudhury

18 papers A 1B 3C 1Misc 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning.
CoRR
Tamas Madl, Weijie Xu, Olivia Choudhury, Matthew Howard
2023 J jnl
Federated Learning on Heterogenous Data using Chest CT.
CoRR
Edward H. Lee, Brendan Kelly, Emre Altinmakas, Hakan Dogan, Errol Colak, Steve Fu, Olivia Choudhury, Ujjwal Ratan, Felipe Kitamura, Hernan Chaves, Mourad Said, Eduardo Pontes Reis, Jaekwang Lim, Patricia Yokoo, Corie Mitchell, Jimmy Zheng, Maryam Mohammadzadeh, Golnaz Houshmand, Wendy Qiu, Joel Hayden, Farnaz Rafiee, Chad Klochko, Nicholas Bevins, S. Simon Wong, Safwan Halabi, Kristen W. Yeom
2020 A conf
A Syntactic Approach for Privacy-Preserving Federated Learning.
ECAI
Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das
2020 J jnl
Anonymizing Data for Privacy-Preserving Federated Learning.
CoRR
Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das
2019 — conf
A Blockchain Framework for Ensuring Data Quality in Multi-Organizational Clinical Trials.
ICHI
Olivia Choudhury, Issa Sylla, Noor Fairoza, Amar Das
2019 J jnl
A Blockchain Framework for Managing and Monitoring Data in Multi-Site Clinical Trials.
CoRR
Olivia Choudhury, Noor Fairoza, Issa Sylla, Amar Das
2019 J jnl
Differential Privacy-enabled Federated Learning for Sensitive Health Data.
CoRR
Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das
2019 J jnl
Highly Accurate and Efficient Data-Driven Methods for Genotype Imputation.
IEEE ACM Trans. Comput. Biol. Bioinform.
Olivia Choudhury, Ankush Chakrabarty, Scott J. Emrich
2019 Misc conf
Predicting Adverse Drug Reactions on Distributed Health Data using Federated Learning.
AMIA
Olivia Choudhury, Yoonyoung Park, Theodoros Salonidis, Aris Gkoulalas-Divanis, Issa Sylla, Amar Das
2018 — conf
Auto-Generation of Smart Contracts from Domain-Specific Ontologies and Semantic Rules.
iThings/GreenCom/CPSCom/SmartData
Olivia Choudhury, Nolan Rudolph, Issa Sylla, Noor Fairoza, Amar Das
2018 J jnl
Combining Static and Dynamic Storage Management for Data Intensive Scientific Workflows.
IEEE Trans. Parallel Distributed Syst.
Nicholas L. Hazekamp, Nathaniel Kremer-Herman, Benjamín Tovar, Haiyan Meng, Olivia Choudhury, Scott J. Emrich, Douglas Thain
2016 — conf
HAPI-Gen: Highly Accurate Phasing and Imputation of Genotype Data.
BCB
Olivia Choudhury, Ankush Chakrabarty, Scott J. Emrich
2015 J jnl
Accelerating Comparative Genomics Work ows in a Distributed Environment with Optimized Data Partitioning and Workflow Fusion.
Scalable Comput. Pract. Exp.
Olivia Choudhury, Nicholas L. Hazekamp, Douglas Thain, Scott J. Emrich
2015 C conf
Balancing Thread-Level and Task-Level Parallelism for Data-Intensive Workloads on Clusters and Clouds.
CLUSTER
Olivia Choudhury, Dinesh Rajan, Nicholas L. Hazekamp, Sandra Gesing, Douglas Thain, Scott J. Emrich
2015 B conf
Scaling Up Bioinformatics Workflows with Dynamic Job Expansion: A Case Study Using Galaxy and Makeflow.
e-Science
Nicholas L. Hazekamp, Joseph Sarro, Olivia Choudhury, Sandra Gesing, Scott J. Emrich, Douglas Thain
2014 B conf
Accelerating Comparative Genomics Workflows in a Distributed Environment with Optimized Data Partitioning.
CCGRID
Olivia Choudhury, Nicholas L. Hazekamp, Douglas Thain, Scott J. Emrich
2014 B conf
Expanding Tasks of Logical Workflows Into Independent Workflows for Improved Scalability.
CCGRID
Nicholas L. Hazekamp, Olivia Choudhury, Sandra Gesing, Scott J. Emrich, Douglas Thain
2012 J jnl
Hyperspectral image classification incorporating bacterial foraging-optimized spectral weighting.
Artif. Intell. Res.
Ankush Chakrabarty, Olivia Choudhury, Pallab Sarkar, Avishek Paul, Debarghya Sarkar