588 citations
- Google DeepMind (United Kingdom)GB2 papers
- California Institute of TechnologyUS1 paper
- California State Polytechnic UniversityUS1 paper
- Canadian Institute for Advanced ResearchCA1 paper
- Fisk UniversityUS1 paper
- Google (United States)US1 paper
- Imperial College LondonGB1 paper
- King's College LondonGB1 paper
- Royal Statistical SocietyGB1 paper
- Space Telescope Science InstituteUS1 paper
- The Ohio State UniversityUS1 paper
- The University of Texas at AustinUS1 paper
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2015★ 59 cited
Natural Neural Networks
Guillaume Desjardins, Karen Simonyan, Razvan Pascanu +1
We introduce Natural Neural Networks, a novel family of algorithms that speed up convergence by adapting their internal representation during training to improve conditioning of th…
stat.ML2014★ 2 cited
Distributed Parameter Estimation in Probabilistic Graphical Models
Yariv Dror Mizrahi, Misha Denil, Nando de Freitas
This paper presents foundational theoretical results on distributed parameter estimation for undirected probabilistic graphical models. It introduces a general condition on composi…