715 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- New York UniversityUS2 papers
- Central Clinical HospitalPL1 paper
- Collegium Medicum in BydgoszczPL1 paper
- Gdańsk Medical UniversityPL1 paper
- Jagiellonian UniversityPL1 paper
- Medical University of BiałystokPL1 paper
- Medical University of SilesiaPL1 paper
- Medical University of WarsawPL1 paper
- Mitre (United States)US1 paper
- Nanyang Technological UniversitySG1 paper
- Nicolaus Copernicus UniversityPL1 paper
- Państwowa Wyższa Szkoła Zawodowa w RaciborzuPL1 paper
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2015★ 715 cited
The Loss Surfaces of Multilayer Networks
Anna Choromanska, Mikael Henaff, Michael Mathieu +2
We study the connection between the highly non-convex loss function of a simple model of the fully-connected feed-forward neural network and the Hamiltonian of the spherical spin-g…
cs.LG2014★ 62 cited
Deep learning with Elastic Averaging SGD
Sixin Zhang, Anna Choromanska, Yann LeCun
We study the problem of stochastic optimization for deep learning in the parallel computing environment under communication constraints. A new algorithm is proposed in this setting…