1.1k citations · 1.3k across the 13 of their papers we have counts for
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stat.ML2014★ 13 cited
The Randomized Causation Coefficient
David Lopez-Paz, Krikamol Muandet, Benjamin Recht
We are interested in learning causal relationships between pairs of random variables, purely from observational data. To effectively address this task, the state-of-the-art relies…
cs.LG2014★ 9 cited
Compressive classification and the rare eclipse problem
Afonso S. Bandeira, Dustin G. Mixon, Benjamin Recht
This paper addresses the fundamental question of when convex sets remain disjoint after random projection. We provide an analysis using ideas from high-dimensional convex geometry.…