Alessandro Chiuso
4 papers · 2010–2015 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (27)
🧭
Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Core AI · Artificial Intelligence
(2)
Learning Types
(2)
Optimization
(2)
Computer Science
(1)
Analysis
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI · Computer Vision
(1)
Keywords
active learning
(1)
bayesian nonparametrics
(1)
convex optimization
(1)
sparse learning
(1)
gaussian processes
(1)
video synthesis
(1)
sparse estimation
(1)
active perception
(1)
visual search
(1)
group lasso
(1)
texture synthesis
(1)
gaussian process
(1)
visual recognition
(1)
conditional entropy
(1)
expected risk
(1)
automatic relevance determination
(1)
system identification
(1)
sparse bayesian learning
(1)
image representation
(1)
hyperpriors
(1)
Papers
Texture Representations for Image and Video Synthesis
CVPR 2015
Convex vs Non-Convex Estimators for Regression and Sparse Estimation: the Mean Squared Error Properties of ARD and GLasso
JMLR 2014
Controlled Recognition Bounds for Visual Learning and Exploration
NeurIPS 2012
Learning sparse dynamic linear systems using stable spline kernels and exponential hyperpriors
NeurIPS 2010