56 citations · 167 across the 20 of their papers we have counts for
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cs.LG2020
Nested Barycentric Coordinate System as an Explicit Feature Map
Lee-Ad Gottlieb, Eran Kaufman, Aryeh Kontorovich +2
We propose a new embedding method which is particularly well-suited for settings where the sample size greatly exceeds the ambient dimension. Our technique consists of partitioning…
cs.LG2018
Learning convex polyhedra with margin
Lee-Ad Gottlieb, Eran Kaufman, Aryeh Kontorovich +1
We present an improved algorithm for {\em quasi-properly} learning convex polyhedra in the realizable PAC setting from data with a margin. Our learning algorithm constructs a consi…