1 citations · 1 across the 5 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.LG2018
Agnostic Sample Compression Schemes for Regression
Idan Attias, Steve Hanneke, Aryeh Kontorovich +1
We obtain the first positive results for bounded sample compression in the agnostic regression setting with the loss, where . We construct a generic appro…
cs.LG2018
Sample Compression for Real-Valued Learners
Steve Hanneke, Aryeh Kontorovich, Menachem Sadigurschi
We give an algorithmically efficient version of the learner-to-compression scheme conversion in Moran and Yehudayoff (2016). In extending this technique to real-valued hypotheses,…