no code implementations • CVPR 2018 • Lopamudra Mukherjee, Sathya N. Ravi, Jiming Peng, Vikas Singh
In this paper, we study the quantization problem in the setting where subspaces are orthogonal and show that this problem is intricately related to a specific type of spectral decomposition of the data.
no code implementations • NeurIPS 2012 • Chris Hinrichs, Vikas Singh, Jiming Peng, Sterling Johnson
Multiple Kernel Learning (MKL) generalizes SVMs to the setting where one simultaneously trains a linear classifier and chooses an optimal combination of given base kernels.