75 citations · 376 across the 56 of their papers we have counts for
Showing 2012 · cs.LGShow all
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cs.LG2012★ 15 cited
Greedy Block Coordinate Descent for Large Scale Gaussian Process Regression
Liefeng Bo, Cristian Sminchisescu
We propose a variable decomposition algorithm -greedy block coordinate descent (GBCD)- in order to make dense Gaussian process regression practical for large scale problems. GBCD b…
cs.LG2012★ 5 cited
A Linear Approximation to the chi^2 Kernel with Geometric Convergence
Fuxin Li, Guy Lebanon, Cristian Sminchisescu
We propose a new analytical approximation to the kernel that converges geometrically. The analytical approximation is derived with elementary methods and adapts to the input…