Rizal Fathony
Rizal Fathony
Researcher, Capital One
Joined
April 2017
Names
Emails
****@uic.edu (Confirmed)
****@fathony.com (Confirmed)
****@fathony.id (Confirmed)
****@grab.com (Confirmed)
****@capitalone.com (Confirmed)
Personal Links
Career & Education History
Researcher
Capital One (capitalone.com)
2024 – Present
Researcher
Grab Data Science (grab.com)
2021 – 2024
Postdoc
Bosch Center for AI (bosch.com)
2020 – 2021
Postdoc
Carnegie Mellon University (cmu.edu)
2019 – 2021
PhD student
University of Illinois, Chicago (uic.edu)
2014 – 2019
Advisors, Relations & Conflicts
Expertise
foundation models
, sequence modeling
, transformers
2024 – Present
event sequence
, graph+sequence modeling
2024 – Present
graph neural networks
, anomaly detection
2021 – Present
fairness machine learning
, performance metric
, deep learning
2018 – Present
loss function
, consistent algorithms
, ordinal regression
, graphical models
2016 – Present
Publications
Co-Authors
- Aakriti Agrawal
- Advitiya Vashisht
- Amrit Singh Bedi
- Anit Kumar Sahu
- Anqi Liu
- Armin Saghafian
- Ashkan Rezaei
- Bingsheng He
- Brian D. Ziebart
- Bryan Hooi
- C. Bayan Bruss
- Daniele Rosa
- Devin Willmott
- Furong Huang
- George Karypis
- Guang Tan
- Igor Melnyk
- J Zico Kolter
- J. Zico Kolter
- Jenn Ng
- Jia Chen
- Jian Zhang
- Jun Hu
- Kaiser Asif
- Min Chen