2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.DS2019★ 2 cited
Almost Optimal Tensor Sketch
Thomas D. Ahle, Jakob B. T. Knudsen
We construct a matrix with just rows, which preserves the norm $\|Mx\|_2=(1\pm\varepsilon)\|x\|_2…
cs.DS2019
Oblivious Sketching of High-Degree Polynomial Kernels
Thomas D. Ahle, Michael Kapralov, Jakob B. T. Knudsen +4
Kernel methods are fundamental tools in machine learning that allow detection of non-linear dependencies between data without explicitly constructing feature vectors in high dimens…