Ioakeim Perros

Lead Machine Learning Scientist, HEALTH[at]SCALE

Joined

April 2019

Names

Ioakeim Perros (Preferred)

Emails

****@gatech.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Lead Machine Learning Scientist

HEALTH[at]SCALE (healthatscale.com)

2019 – Present

PhD student

Georgia Institute of Technology (gatech.edu)

2014 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping
Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun
- 2018 (modified: 12 Nov 2022)
- KDD 2018
- Readers: Everyone
SPARTan: Scalable PARAFAC2 for Large & Sparse Data
Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun
- 2017 (modified: 04 Sept 2019)
- KDD 2017
- Readers: Everyone
SPALS: Fast Alternating Least Squares via Implicit Leverage Scores Sampling
Dehua Cheng, Richard Peng, Yan Liu, Ioakeim Perros
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone

Co-Authors