The maximum likelihood estimate in reduced-rank regression. - Lars Eldén; Berkant Savas (Numer. Linear Algebra Appl., 2005)

Rank reduction and volume minimization approach to state-space subspace system identification. - Berkant Savas; David Lindgren (Signal Process., 2006)

Handwritten digit classification using higher order singular value decomposition. - Berkant Savas; Lars Eldén (Pattern Recognit., 2007)

Algorithms in data mining using matrix and tensor methods. - Berkant Savas (2008)

A Newton-Grassmann Method for Computing the Best Multilinear Rank-(r1, r2, r3) Approximation of a Tensor. - Lars Eldén; Berkant Savas (SIAM J. Matrix Anal. Appl., 2009)

Supervised Link Prediction Using Multiple Sources. - Zhengdong Lu; Berkant Savas; Wei Tang; Inderjit S. Dhillon (ICDM, 2010)

Quasi-Newton Methods on Grassmannians and Multilinear Approximations of Tensors. - Berkant Savas; Lek-Heng Lim (SIAM J. Sci. Comput., 2010)

Clustered low rank approximation of graphs in information science applications. - Berkant Savas; Inderjit S. Dhillon (SDM, 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)

Scalable Affiliation Recommendation using Auxiliary Networks. - Vishvas Vasuki; Nagarajan Natarajan; Zhengdong Lu; Berkant Savas; Inderjit S. Dhillon (ACM Trans. Intell. Syst. Technol., 2011)

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 (LCPC, 2012)

Clustered embedding of massive social networks. - Han Hee Song; Berkant Savas; Tae Won Cho; Vacha Dave; Zhengdong Lu; Inderjit S. Dhillon; Yin Zhang 001; Lili Qiu (SIGMETRICS, 2012)

Clustered Matrix Approximation. - Berkant Savas; Inderjit S. Dhillon (SIAM J. Matrix Anal. Appl., 2016)

Visualization of Swedish News Articles: A Design Study. - Kostiantyn Kucher; Nellie Engström; Wilma Axelsson; Berkant Savas; Andreas Kerren (VISIGRAPP (1): GRAPP, HUCAPP, IVAPP, 2024)