Franco Pestilli
4 papers · 2014–2019 · 2 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (14) π Keyword Champion (2)
π
Trend Setter
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Healthcare & Medicine
(3)
Deep Learning
(2)
Application Areas
(2)
Clinical
(2)
Core Methods
(2)
Optimization & Theory Β· Deep Learning
(2)
Optimization & Theory Β· Machine Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Domain-Specific
(1)
Mathematics
(1)
Optimization
(1)
Research
(1)
Keywords
brain connectivity
(2)
tensor decomposition
(2)
brain connectome
(2)
diffusion mri
(2)
diffusion imaging
(2)
diffusion-weighted mri
(2)
fiber tractography
(1)
support vector machine
(1)
boosting algorithm
(1)
mixture model
(1)
graph convolution
(1)
gpu acceleration
(1)
sparse tensor decomposition
(1)
linear fascicle evaluation
(1)
connectome analysis
(1)
group-sparse factorization
(1)
fascicle reconstruction
(1)
diffusion-weighted imaging
(1)
convex optimization
(1)
elastic basis pursuit
(1)
Papers
Learning Macroscopic Brain Connectomes via Group-Sparse Factorization
NeurIPS 2019
ReAl-LiFE: Accelerating the Discovery of Individualized Brain Connectomes on GPUs
AAAI 2019
Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays
NeurIPS 2017
Deconvolution of High Dimensional Mixtures via Boosting, with Application to Diffusion-Weighted MRI of Human Brain
NeurIPS 2014