Hsiang-Fu Yu

Joined

March 2018

Names

Hsiang-Fu Yu

Emails

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

,

****@csie.ntu.edu.tw (Confirmed)

Personal Links

Career & Education History

No history added

Advisors, Relations & Conflicts

PhD Advisor

Inderjit Dhillon

2011 – 2016

MS Advisor

2008 – 2010

Expertise

No areas of expertise listed

Publications

Learning Word Embeddings for Low-Resource Languages by PU Learning
Chao Jiang, Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang
- 2018 (modified: 16 Jul 2019)
- NAACL-HLT 2018
- Readers: Everyone
A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information
Hsiang-Fu Yu, Hsin-Yuan Huang, Inderjit S. Dhillon, Chih-Jen Lin
- 2017 (modified: 02 Mar 2020)
- AAAI 2017
- Readers: Everyone
A Greedy Approach for Budgeted Maximum Inner Product Search
Hsiang-Fu Yu, Cho-Jui Hsieh, Qi Lei, Inderjit S. Dhillon
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone
Asynchronous Parallel Greedy Coordinate Descent
Yang You, Xiangru Lian, Ji Liu, Hsiang-Fu Yu, Inderjit S. Dhillon, James Demmel, Cho-Jui Hsieh
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction
Hsiang-Fu Yu, Nikhil Rao, Inderjit S. Dhillon
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
A Scalable Asynchronous Distributed Algorithm for Topic Modeling
Hsiang-Fu Yu, Cho-Jui Hsieh, Hyokun Yun, S. V. N. Vishwanathan, Inderjit S. Dhillon
- 2015 (modified: 12 Nov 2022)
- WWW 2015
- Readers: Everyone
Collaborative Filtering with Graph Information: Consistency and Scalable Methods
Nikhil Rao, Hsiang-Fu Yu, Pradeep Ravikumar, Inderjit S. Dhillon
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone
PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent
Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit S. Dhillon
- 2015 (modified: 11 Nov 2022)
- ICML 2015
- Readers: Everyone
Large-scale Multi-label Learning with Missing Labels
Hsiang-Fu Yu, Prateek Jain, Purushottam Kar, Inderjit S. Dhillon
- 2014 (modified: 11 Nov 2022)
- ICML 2014
- Readers: Everyone
Large Linear Classification When Data Cannot Fit in Memory
Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang, Chih-Jen Lin
- 2011 (modified: 16 Jul 2019)
- IJCAI 2011
- Readers: Everyone

View all 11 publications

Co-Authors