no code implementations • 2 Apr 2021 • Matvey Soloviev, Joseph Y. Halpern
We moreover revisit some design decisions of the HP framework that were made with non-nested causal statements in mind, such as the choice to treat specific values of causal variables as opposed to the variables themselves as causes, and may no longer be appropriate for nested ones.
no code implementations • 20 May 2020 • Matvey Soloviev, Joseph Y. Halpern
We introduce a theoretical model of information acquisition under resource limitations in a noisy environment.
2 code implementations • 22 Nov 2016 • Sarah Tan, Matvey Soloviev, Giles Hooker, Martin T. Wells
Ensembles of decision trees perform well on many problems, but are not interpretable.
no code implementations • CVPR 2016 • Yuka Kihara, Matvey Soloviev, Tsuhan Chen
We present a new algorithm for multi-region segmentation of 2D images with objects that may partially occlude each other.