Marianna Pensky
4 papers · 2015–2022 · 2 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (12)
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Research topics
Machine Learning
(3)
Computer Vision
(2)
Data Science & Analytics
(2)
Analysis
(2)
Applications
(2)
Optimization & Theory Β· Machine Learning
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Core Methods
(1)
Learning Types
(1)
Optimization & Theory Β· Deep Learning
(1)
Techniques
(1)
Keywords
stochastic block model
(2)
image classification
(1)
graph clustering
(1)
object detection
(1)
model fitting
(1)
community detection
(1)
tensor decomposition
(1)
outlier detection
(1)
network analysis
(1)
alternating minimization
(1)
robust estimation
(1)
convolutional neural network
(1)
parameter efficiency
(1)
multilayer network
(1)
degree-corrected block model
(1)
layer clustering
(1)
parameter sparsity
(1)
sparse decomposition
(1)
sparse convolutional neural network
(1)
sparse sampling
(1)