Andreas Argyriou
8 papers · 2006–2014 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (8)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
🌱
Topic Pioneer
📈
Trend Setter
🚀
Conference Pioneer
❓
The Questioner
Conferences
NIPS (3)
AISTATS (2)
JMLR (2)
ICML (1)
Top co-authors
Keywords
multi-task learning
(4)
feature selection
(3)
spectral regularization
(2)
feature learning
(2)
transfer learning
(2)
shared representation
(2)
representation learning
(2)
convex optimization
(2)
sparse prediction
(1)
multi-task structure learning
(1)
matrix norm regularization
(1)
supervised tasks
(1)
lasso regression
(1)
sparse regularization
(1)
lasso
(1)
matrix norms
(1)
task clustering
(1)
matrix completion
(1)
alternating minimization
(1)
structured sparsity
(1)
Papers
A Unifying View of Representer Theorems
ICML 2014
Exploiting Unrelated Tasks in Multi-Task Learning
AISTATS 2012
Sparse Prediction with the $k$-Support Norm
NIPS 2012
A General Framework for Structured Sparsity via Proximal Optimization
AISTATS 2012
On Spectral Learning
JMLR 2010
When Is There a Representer Theorem? Vector Versus Matrix Regularizers
JMLR 2009
A Spectral Regularization Framework for Multi-Task Structure Learning
NIPS 2007
Multi-Task Feature Learning
NIPS 2006