Bernardino Romera-Paredes
8 papers · 2013–2018 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π Interdisciplinary Bridge π Cross-Pollinator (9) π Renaissance Researcher (5) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(5)
π
Academic Marathon
(5)
π
Trend Setter
π
Conference Pioneer
Conferences
ICML (3)
NIPS (2)
COLT (1)
ICCV (1)
JMLR (1)
Top co-authors
Keywords
semantic segmentation
(2)
dictionary learning
(2)
transfer learning
(2)
multitask learning
(2)
tensor decomposition
(1)
empirical risk minimization
(1)
domain adaptation
(1)
uncertainty quantification
(1)
multi-task learning
(1)
medical imaging
(1)
sparse coding
(1)
convex relaxation
(1)
matrix factorization
(1)
low-rank approximation
(1)
image segmentation
(1)
generalization error
(1)
rademacher complexity
(1)
empirical complexity
(1)
alternating minimization
(1)
zero-shot learning
(1)
Papers
A Probabilistic U-Net for Segmentation of Ambiguous Images
NIPS 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
Sparse coding for multitask and transfer learning
ICML 2013
A New Convex Relaxation for Tensor Completion
NIPS 2013
Multilinear Multitask Learning
ICML 2013