332 citations
- Tel Aviv UniversityIL25 papers
- Google (United States)US19 papers
- Technion – Israel Institute of TechnologyIL13 papers
- Hebrew University of JerusalemIL7 papers
- Bar-Ilan UniversityIL3 papers
- Weizmann Institute of ScienceIL3 papers
- Ben-Gurion University of the NegevIL2 papers
- Cornell UniversityUS2 papers
- Massachusetts Institute of TechnologyUS2 papers
- Microsoft (United States)US2 papers
- University of PennsylvaniaUS2 papers
- Aix-Marseille UniversitéFR1 paper
Showing 2018 · cs.LGShow all
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cs.LG2018★ 13 cited
Deep-Energy: Unsupervised Training of Deep Neural Networks
Alona Golts, Daniel Freedman, Michael Elad
The success of deep learning has been due, in no small part, to the availability of large annotated datasets. Thus, a major bottleneck in current learning pipelines is the time-con…
cs.LG2018
Learning Rules-First Classifiers
Deborah Cohen, Amit Daniely, Amir Globerson +1
Complex classifiers may exhibit "embarassing" failures in cases where humans can easily provide a justified classification. Avoiding such failures is obviously of key importance. I…