Nicolas L. Roux
5 papers · 2007–2012 · 1 conference · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (12) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Academic Marathon
(5)
π
Keyword Trendsetter Combo
(3)
π±
Topic Pioneer
π
Trend Setter
Conferences
NIPS (5)
Top co-authors
Keywords
stochastic gradient descent
(2)
convergence rate
(2)
optimization algorithm
(2)
convex optimization
(2)
online learning
(1)
manifold learning
(1)
stochastic gradient
(1)
knowledge base
(1)
feature learning
(1)
natural gradient
(1)
gradient descent
(1)
image structure
(1)
topology learning
(1)
generalization error
(1)
pixel distribution
(1)
image topology
(1)
large scale optimization
(1)
topology extraction
(1)
unsupervised discovery
(1)
distributional similarity
(1)
Papers
A latent factor model for highly multi-relational data
NIPS 2012
A Stochastic Gradient Method with an Exponential Convergence _Rate for Finite Training Sets
NIPS 2012
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization
NIPS 2011
Learning the 2-D Topology of Images
NIPS 2007
Topmoumoute Online Natural Gradient Algorithm
NIPS 2007