Dan Ventura
5 papers · 2007–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(3)
π
Keyword Champion
π
Trend Setter
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Deep Learning
(2)
Generation
(2)
Learning Types
(2)
Models
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Digital Humanities
(1)
Keywords
unsupervised learning
(2)
dimensionality reduction
(1)
network architecture
(1)
manifold learning
(1)
feature extraction
(1)
computational creativity
(1)
nonlinear embedding
(1)
nonlinear manifold
(1)
variable clustering
(1)
network architecture learning
(1)
deep learning model
(1)
deep model
(1)
image completion
(1)
generative model
(1)
graphical model
(1)
deep generative model
(1)
nonlinear dimensionality reduction
(1)
sum-product network
(1)
iterative algorithm
(1)
context-free grammar
(1)
Papers
Musical Phrase Segmentation via Grammatical Induction
IJCAI 2024
Operationalizing Essential Characteristics of Creativity in a Computational System for Music Composition
AAAI 2024
Greedy Structure Search for Sum-Product Networks
IJCAI 2015
Learning the Architecture of Sum-Product Networks Using Clustering on Variables
NeurIPS 2012
Iterative Non-linear Dimensionality Reduction with Manifold Sculpting
NeurIPS 2007