Seunghak Lee

Joined

September 2017

Seunghak Lee

****@gmail.com (Confirmed)

****@humanlongevity.com (Confirmed)

****@cs.cmu.edu (Confirmed)

PhD student

School of Computer Science, Carnegie Mellon University (cs.cmu.edu)

2009 – 2015

MS student

Department of Computer Science, University of Toronto (cs.toronto.edu)

2007 – 2009

PhD Advisor

Eric P. Xing

2009 – 2015

deep learning

2016 – 2017

computational biology

2007 – 2017

regularization regression

2009 – 2015

Petuum: A New Platform for Distributed Machine Learning on Big Data
Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu
- 2015 (modified: 30 Jul 2020)
- KDD 2015
- Readers: Everyone
On Model Parallelization and Scheduling Strategies for Distributed Machine Learning
Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing
- 2014 (modified: 11 Nov 2022)
- NIPS 2014
- Readers: Everyone
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server
Qirong Ho, James Cipar, Henggang Cui, Seunghak Lee, Jin Kyu Kim, Phillip B. Gibbons, Garth A. Gibson, Gregory R. Ganger, Eric P. Xing
- 2013 (modified: 11 Nov 2022)
- NIPS 2013
- Readers: Everyone
Adaptive Multi-Task Lasso: with Application to eQTL Detection
Seunghak Lee, Jun Zhu, Eric P. Xing
- 2010 (modified: 11 Nov 2022)
- NIPS 2010
- Readers: Everyone
Dynamically Weighted Hidden Markov Model for Spam Deobfuscation
Seunghak Lee, Iryoung Jeong, Seungjin Choi
- 2007 (modified: 16 Jul 2019)
- IJCAI 2007
- Readers: Everyone