Bernardino Romera-Paredes
8 papers · 2013–2018 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Learning Paradigms
(3)
Learning Types
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Models
(2)
Analysis
(1)
Architectures
(1)
Domain-Specific
(1)
Mathematics
(1)
Keywords
dictionary learning
(2)
multi-task learning
(2)
semantic segmentation
(2)
transfer learning
(2)
tensor decomposition
(1)
low-rank approximation
(1)
domain adaptation
(1)
low-rank matrix
(1)
uncertainty quantification
(1)
medical imaging
(1)
sparse coding
(1)
empirical risk minimization
(1)
rademacher complexity
(1)
convex relaxation
(1)
generalization error
(1)
matrix factorization
(1)
empirical complexity
(1)
alternating minimization
(1)
image segmentation
(1)
zero-shot learning
(1)
Papers
A Probabilistic U-Net for Segmentation of Ambiguous Images
NeurIPS 2018
The Benefit of Multitask Representation Learning
JMLR 2016
An embarrassingly simple approach to zero-shot learning
ICML 2015
Conditional Random Fields as Recurrent Neural Networks
ICCV 2015
An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning
COLT 2014
A New Convex Relaxation for Tensor Completion
NeurIPS 2013
Multilinear Multitask Learning
ICML 2013
Sparse coding for multitask and transfer learning
ICML 2013