Project-Team Sierra
Members
Overall Objectives
Statement
Research Program
Supervised Learning
Unsupervised Learning
Parsimony
Optimization
New Software and Platforms
SAG
fMRI
New Results
An Optimal Affine Invariant Smooth Minimization Algorithmn
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives
Non-parametric Stochastic Approximation with Large Step sizes
Adaptivity of averaged stochastic gradient descent to local strong convexity for logistic regression
Serialrank: Spectral Ranking using Seriation
Sequential Kernel Herding: Frank-Wolfe Optimization for Particle Filtering
Learning to Learn for Structured Sparsity
Analysis of purely random forests bias
Large-Margin Metric Learning for Constrained Partitioning Problems
Metric Learning for Aligning temporal sequences
Weakly Supervised Action Labeling in Videos Under Ordering Constraints
On Pairwise Cost for Multi-Object Network Flow Tracking
A Markovian approach to distributional semantics with application to semantic compositionality
A convex relaxation for weakly supervised relation extraction
Weakly supervised named entity classification
Fast imbalanced binary classification: a moment-based approach
Bilateral Contracts and Grants with Industry
Bilateral Contracts with Industry
Bilateral Grants with Industry
Partnerships and Cooperations
National Initiatives
European Initiatives
International Initiatives
International Research Visitors
Dissemination
Scientific Animations
Teaching - Supervision - Juries
Popularization
Bibliography
Publications of the year
Inria
|
Raweb 2014
|
Presentation of the Project-Team SIERRA
|
SIERRA Web Site
PDF
e-Pub
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Section: Partnerships and Cooperations
International Research Visitors
Internships
Visit from Raman Sankaran Indian Institute of Science, Bangalore, May-Juky 2014.
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