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ORCIDOlivia Choudhury
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2020 – today
- 2023
[i5]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:
Federated Learning on Heterogenous Data using Chest CT. CoRR abs/2303.13567 (2023)- [i4]Tamas Madl, Weijie Xu, Olivia Choudhury, Matthew Howard:
Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning. CoRR abs/2307.01875 (2023) - 2020
- [c9]Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das:
A Syntactic Approach for Privacy-Preserving Federated Learning. ECAI 2020: 1762-1769 - [i3]Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das:
Anonymizing Data for Privacy-Preserving Federated Learning. CoRR abs/2002.09096 (2020)
2010 – 2019
- 2019
- [j4]Olivia Choudhury, Ankush Chakrabarty, Scott J. Emrich:
Highly Accurate and Efficient Data-Driven Methods for Genotype Imputation. IEEE ACM Trans. Comput. Biol. Bioinform. 16(4): 1107-1116 (2019) - [c8]Olivia Choudhury, Yoonyoung Park, Theodoros Salonidis, Aris Gkoulalas-Divanis, Issa Sylla, Amar Das:
Predicting Adverse Drug Reactions on Distributed Health Data using Federated Learning. AMIA 2019 - [c7]Olivia Choudhury, Issa Sylla, Noor Fairoza, Amar Das:
A Blockchain Framework for Ensuring Data Quality in Multi-Organizational Clinical Trials. ICHI 2019: 1-9 - [i2]Olivia Choudhury, Noor Fairoza, Issa Sylla, Amar Das:
A Blockchain Framework for Managing and Monitoring Data in Multi-Site Clinical Trials. CoRR abs/1902.03975 (2019) - [i1]Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis, Issa Sylla, Yoonyoung Park, Grace Hsu, Amar Das:
Differential Privacy-enabled Federated Learning for Sensitive Health Data. CoRR abs/1910.02578 (2019) - 2018
- [j3]Nicholas L. Hazekamp, Nathaniel Kremer-Herman, Benjamín Tovar, Haiyan Meng, Olivia Choudhury, Scott J. Emrich, Douglas Thain:
Combining Static and Dynamic Storage Management for Data Intensive Scientific Workflows. IEEE Trans. Parallel Distributed Syst. 29(2): 338-350 (2018) - [c6]Olivia Choudhury, Nolan Rudolph, Issa Sylla, Noor Fairoza, Amar Das:
Auto-Generation of Smart Contracts from Domain-Specific Ontologies and Semantic Rules. iThings/GreenCom/CPSCom/SmartData 2018: 963-970 - 2016
- [c5]Olivia Choudhury, Ankush Chakrabarty, Scott J. Emrich:
HAPI-Gen: Highly Accurate Phasing and Imputation of Genotype Data. BCB 2016: 78-87 - 2015
- [j2]Olivia Choudhury, Nicholas L. Hazekamp, Douglas Thain, Scott J. Emrich:
Accelerating Comparative Genomics Work ows in a Distributed Environment with Optimized Data Partitioning and Workflow Fusion. Scalable Comput. Pract. Exp. 16(1) (2015) - [c4]Olivia Choudhury, Dinesh Rajan, Nicholas L. Hazekamp, Sandra Gesing, Douglas Thain, Scott J. Emrich:
Balancing Thread-Level and Task-Level Parallelism for Data-Intensive Workloads on Clusters and Clouds. CLUSTER 2015: 390-393 - [c3]Nicholas L. Hazekamp, Joseph Sarro, Olivia Choudhury, Sandra Gesing, Scott J. Emrich, Douglas Thain:
Scaling Up Bioinformatics Workflows with Dynamic Job Expansion: A Case Study Using Galaxy and Makeflow. e-Science 2015: 332-341 - 2014
- [c2]Nicholas L. Hazekamp, Olivia Choudhury, Sandra Gesing, Scott J. Emrich, Douglas Thain:
Expanding Tasks of Logical Workflows Into Independent Workflows for Improved Scalability. CCGRID 2014: 548-549 - [c1]Olivia Choudhury, Nicholas L. Hazekamp, Douglas Thain, Scott J. Emrich:
Accelerating Comparative Genomics Workflows in a Distributed Environment with Optimized Data Partitioning. CCGRID 2014: 711-719 - 2012
- [j1]Ankush Chakrabarty, Olivia Choudhury, Pallab Sarkar, Avishek Paul, Debarghya Sarkar:
Hyperspectral image classification incorporating bacterial foraging-optimized spectral weighting. Artif. Intell. Res. 1(1): 63-83 (2012)
Coauthor Index
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