Berkant Savas

According to our database, Berkant Savas authored at least 13 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Visualization of Swedish News Articles: A Design Study.

Kostiantyn Kucher, Nellie Engström, Wilma Axelsson, Berkant Savas, Andreas Kerren

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2016

Clustered Matrix Approximation.

Berkant Savas, Inderjit S. Dhillon

SIAM J. Matrix Anal. Appl., 2016

2012

Clustered embedding of massive social networks.

Han Hee Song, Berkant Savas, Tae Won Cho, Vacha Dave, Zhengdong Lu, Inderjit S. Dhillon, Yin Zhang, Lili Qiu

Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

Parallel Clustered Low-Rank Approximation of Graphs and Its Application to Link Prediction.

Xin Sui, Tsung-Hsien Lee, Joyce Jiyoung Whang, Berkant Savas, Saral Jain, Keshav Pingali, Inderjit S. Dhillon

Proceedings of the Languages and Compilers for Parallel Computing, 2012

2011

Scalable Affiliation Recommendation using Auxiliary Networks.

Vishvas Vasuki, Nagarajan Natarajan, Zhengdong Lu, Berkant Savas, Inderjit S. Dhillon

ACM Trans. Intell. Syst. Technol., 2011

Perturbation Theory and Optimality Conditions for the Best Multilinear Rank Approximation of a Tensor.

Lars Eldén, Berkant Savas

SIAM J. Matrix Anal. Appl., 2011

Clustered low rank approximation of graphs in information science applications.

Berkant Savas, Inderjit S. Dhillon

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

2010

Quasi-Newton Methods on Grassmannians and Multilinear Approximations of Tensors.

Berkant Savas, Lek-Heng Lim

SIAM J. Sci. Comput., 2010

Supervised Link Prediction Using Multiple Sources.

Zhengdong Lu, Berkant Savas, Wei Tang, Inderjit S. Dhillon

Proceedings of the ICDM 2010, 2010

2009

A Newton-Grassmann Method for Computing the Best Multilinear Rank-(r_1, r_2, r₃₎ Approximation of a Tensor.

Lars Eldén, Berkant Savas

SIAM J. Matrix Anal. Appl., 2009

2007

Handwritten digit classification using higher order singular value decomposition.

Berkant Savas, Lars Eldén

Pattern Recognit., 2007

2006

Rank reduction and volume minimization approach to state-space subspace system identification.

Berkant Savas, David Lindgren

Signal Process., 2006

2005

The maximum likelihood estimate in reduced-rank regression.

Lars Eldén, Berkant Savas

Numer. Linear Algebra Appl., 2005