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Ajinkya K Mulay
Researcher, Facebook
Joined
January 2022
Names
Ajinkya K Mulay
(Preferred)
,
Ajinkya Mulay
Emails
****@gmail.com
(Confirmed)
,
****@purdue.edu
(Confirmed)
,
****@iith.ac.in
(Confirmed)
,
****@meta.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Researcher
Facebook
(meta.com)
2024
–
Present
PhD student
Purdue University
(purdue.edu)
2018
–
2024
Undergrad student
Indian Institute of Technology, Hyderabad
(iith.ac.in)
2014
–
2018
Research Intern
Tokyo University, Tokyo Institute of Technology
(u-tokyo.ac.jp)
2017
–
2017
Advisors, Relations & Conflicts
PhD Advisor
Sean Lane
2020
–
2024
PhD Advisor
Erin Hennes
2020
–
2024
PhD Advisor
Xiaojun Lin
2018
–
2024
Coworker
Abhishek Umrawal
2020
–
2022
Expertise
computational social sciences
2020
–
Present
differential privacy
2019
–
Present
federated learning
2019
–
Present
Publications
SPriFed-OMP: A Differentially Private Federated Learning Algorithm for Sparse Basis Recovery
Ajinkya K Mulay
,
Xiaojun Lin
Accepted by TMLR
Readers:
Everyone
PowerGraph: Using neural networks and principal components to determine multivariate statistical power trade-offs
Ajinkya K Mulay
,
Sean P Lane
,
Erin Hennes
Published: 15 Jun 2022, Last Modified: 05 May 2023
ICML-AI4Science Poster
Readers:
Everyone
Towards Quantifying the Carbon Emissions of Differentially Private Machine Learning
Ajinkya K Mulay
20 Jan 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Towards Quantifying the Carbon Emissions of Differentially Private Machine Learning
Rakshit Naidu
,
Harshita Diddee
,
Ajinkya Mulay
,
Aleti Vardhan
,
Krithika Ramesh
,
Ahmed S. Zamzam
2021 (modified: 16 Apr 2023)
CoRR 2021
Readers:
Everyone
FedPerf: A Practitioners' Guide to Performance of Federated Learning Algorithms
Ajinkya Mulay
,
Gaspard Baye
,
Rakshit Naidu
,
Santiago González-Toral
,
Vineeth S
,
Tushar Semwal
,
Ayush Manish Agrawal
2020 (modified: 16 Apr 2023)
Preregister@NeurIPS 2020
Readers:
Everyone
IoT WebSocket Connection Management Algorithm for Early Warning Earthquake Alert Applications
Ajinkya Mulay
,
Hideya Ochiai
,
Hiroshi Esaki
2017 (modified: 16 Apr 2023)
UCC (Companion") 2017
Readers:
Everyone
Co-Authors
Ahmed S. Zamzam
Aleti Vardhan
Ayush Manish Agrawal
Erin Hennes
Gaspard Baye
Harshita Diddee
Hideya Ochiai
Hiroshi Esaki
Krithika Ramesh
Rakshit Naidu
Santiago González-Toral
Sean P Lane
Tushar Semwal
Vineeth S
Xiaojun Lin