93 citations · 364 across the 34 of their papers we have counts for
Showing 2016 · cs.LGShow all
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cs.LG2016
Muffled Semi-Supervised Learning
Akshay Balsubramani, Yoav Freund
We explore a novel approach to semi-supervised learning. This approach is contrary to the common approach in that the unlabeled examples serve to "muffle," rather than enhance, the…
cs.LG2016★ 5 cited
Typical Stability
Raef Bassily, Yoav Freund
In this paper, we introduce a notion of algorithmic stability called typical stability. When our goal is to release real-valued queries (statistics) computed over a dataset, this n…