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Melika Emami
Machine Learning Scientist, Optum AI
Joined
August 2020
Names
Melika Emami
(Preferred)
,
Melikasadat Emami
Emails
****@ucla.edu
(Confirmed)
,
****@optum.com
(Confirmed)
Personal Links
Google Scholar
Career & Education History
Machine Learning Scientist
Optum AI
(optum.com)
2022
–
Present
PhD student
University of California, Los Angeles
(ucla.edu)
2018
–
2022
MS student
University of California, Los Angeles
(ucla.edu)
2016
–
2018
Undergrad student
The University of Tehran, University of Tehran
(ut.ac.ir)
2012
–
2016
Advisors, Relations & Conflicts
PhD Advisor
Sundeep Rangan
2018
–
2022
PhD Advisor
Alyson Fletcher
2016
–
2022
Coauthor
Mojtaba Sahraee-Ardakan
2016
–
2022
Coauthor
Parthe Pandit
2016
–
2022
Expertise
Machine Learning
2016
–
Present
Deep Learning Theory
2016
–
Present
RNNs
2016
–
Present
Time series
2016
–
Present
Kernel methods
2016
–
Present
Inverse problems
2016
–
Present
Generalization
2016
–
Present
Computational neuroscience
2016
–
Present
Publications
Synthetic Electronic Health Record Generation of Rare Disease With Reinforcement Learning
Xiaofeng Lin
,
Jun Han
,
Melika Emami
,
Brian L. Hill
,
Robert E. Tillman
GenAI4Health Poster
Readers:
Everyone
CHIRon: A Generative Foundation Model for Structured Sequential Medical Data
Brian L. Hill
,
Melika Emami
,
Vijay S Nori
,
Aldo Cordova-Palomera
,
Robert E. Tillman
,
Eran Halperin
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
CHIRon: A Generative Foundation Model for Structured Sequential Medical Data
Brian L. Hill
,
Melikasadat Emami
,
Vijay S Nori
,
Aldo Cordova-Palomera
,
Robert E. Tillman
,
Eran Halperin
DGM4H NeurIPS 2023 Poster
Readers:
Everyone
Co-Authors
Aldo Cordova-Palomera
Brian L. Hill
Eran Halperin
Jun Han
Robert E. Tillman
Vijay S Nori
Xiaofeng Lin