Kai-Yang Chiang

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 4

Top Topics

Matrix Completion

Outlier Detection

Network Structure

Top Venues

J. Mach. Learn. Res.

Publications

Kai-Yang Chiang, Inderjit S. Dhillon, Cho-Jui Hsieh
Using Side Information to Reliably Learn Low-Rank Matrices from Missing and Corrupted Observations. J. Mach. Learn. Res. 19 (2018)
Kai-Yang Chiang, Cho-Jui Hsieh, Inderjit S. Dhillon
Rank Aggregation and Prediction with Item Features. AISTATS (2017)
Si Si, Kai-Yang Chiang, Cho-Jui Hsieh, Nikhil Rao, Inderjit S. Dhillon
Goal-Directed Inductive Matrix Completion. KDD (2016)
Kai-Yang Chiang, Cho-Jui Hsieh, Inderjit S. Dhillon
Robust Principal Component Analysis with Side Information. ICML (2016)
Kai-Yang Chiang, Cho-Jui Hsieh, Inderjit S. Dhillon
Matrix Completion with Noisy Side Information. NIPS (2015)
Kai-Yang Chiang, Cho-Jui Hsieh, Nagarajan Natarajan, Inderjit S. Dhillon, Ambuj Tewari
Prediction and clustering in signed networks: a local to global perspective. J. Mach. Learn. Res. 15 (1) (2014)
Kai-Yang Chiang, Cho-Jui Hsieh, Nagarajan Natarajan, Ambuj Tewari, Inderjit S. Dhillon
Prediction and Clustering in Signed Networks: A Local to Global Perspective CoRR (2013)
Kai-Yang Chiang, Joyce Jiyoung Whang, Inderjit S. Dhillon
Scalable clustering of signed networks using balance normalized cut. CIKM (2012)
Cho-Jui Hsieh, Kai-Yang Chiang, Inderjit S. Dhillon
Low rank modeling of signed networks. KDD (2012)
Kai-Yang Chiang, Nagarajan Natarajan, Ambuj Tewari, Inderjit S. Dhillon
Exploiting longer cycles for link prediction in signed networks. CIKM (2011)