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Amol Khanna
Researcher, Booz Allen Hamilton
Joined
January 2023
Names
Amol Khanna
(Preferred)
,
Amol Ashish Khanna
Emails
****@gmail.com
(Confirmed)
,
****@bah.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
Booz Allen Hamilton
(bah.com)
2022
–
Present
Undergrad student
Johns Hopkins University
(jhu.edu)
2019
–
2022
Advisors, Relations & Conflicts
Coauthor
Edward Raff
2022
–
Present
Coauthor
Andre T Nguyen
2022
–
Present
Coauthor
Adam Mccormick
2022
–
Present
Coauthor
Philip Doldo
2022
–
Present
Coauthor
Saptarshi Roy
2022
–
Present
Coauthor
Fred Lu
2022
–
Present
Coauthor
Nathan Inkawhich
2022
–
Present
Coauthor
Anish Lakkapragada
2022
–
Present
Coauthor
Brian Testa
2022
–
Present
Coauthor
Gamze Gursoy
2019
–
Present
Coauthor
Mark Gerstein
2019
–
Present
Expertise
Out of distribution detection
2022
–
Present
Differential Privacy
2019
–
Present
Publications
Position: Challenges and Opportunities for Differential Privacy in the U.S. Federal Government
Amol Khanna
,
Adam Mccormick
,
Andre T Nguyen
,
Christopher Aguirre
,
Edward Raff
RegML 2024
Readers:
Everyone
SoK: A Review of Differentially Private Linear Models For High Dimensional Data
Amol Khanna
,
Edward Raff
,
Nathan Inkawhich
SaTML 2024
Readers:
Everyone
The Challenge of Differentially Private Screening Rules
Amol Khanna
,
Fred Lu
,
Edward Raff
AdvML-Frontiers 2023
Readers:
Everyone
Storing and Analyzing a Genome on a Blockchain
Gamze Gursoy
,
Charlotte Brannon
,
Eric Ni
,
Sarah Wagner
,
Amol Khanna
,
Mark Gerstein
12 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations
Edward Raff
,
Amol Ashish Khanna
,
Fred Lu
NeurIPS 2023 poster
Readers:
Everyone
Sparse Private LASSO Logistic Regression
Amol Khanna
,
Fred Lu
,
Edward Raff
,
Brian Testa
Published: 01 Jan 2023, Last Modified: 12 May 2023
CoRR 2023
Readers:
Everyone
The Challenge of Differentially Private Screening Rules
Amol Khanna
,
Fred Lu
,
Edward Raff
Published: 01 Jan 2023, Last Modified: 12 May 2023
CoRR 2023
Readers:
Everyone
Privacy-preserving Model Training for Disease Prediction Using Federated Learning with Differential Privacy
Amol Khanna
,
Vincent Schaffer
,
Gamze Gürsoy
,
Mark Gerstein
Published: 01 Jan 2022, Last Modified: 12 May 2023
EMBC 2022
Readers:
Everyone
Co-Authors
Adam Mccormick
Andre T Nguyen
Brian Testa
Charlotte Brannon
Christopher Aguirre
Edward Raff
Eric Ni
Fred Lu
Gamze Gursoy
Gamze Gürsoy
Mark Gerstein
Nathan Inkawhich
Sarah Wagner
Vincent Schaffer