Dan Ventura
5 papers · 2007–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🏃 Academic Marathon (17)
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(17)
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
📈
Trend Setter
Conferences
IJCAI (2)
NIPS (2)
AAAI (1)
Top co-authors
Research topics
Keywords
unsupervised learning
(2)
dimensionality reduction
(1)
network architecture
(1)
manifold learning
(1)
feature extraction
(1)
computational creativity
(1)
non-linear dimensionality reduction
(1)
variable clustering
(1)
network architecture learning
(1)
deep learning model
(1)
deep model
(1)
image completion
(1)
generative model
(1)
graphical model
(1)
sum-product network
(1)
iterative algorithm
(1)
context-free grammar
(1)
music segmentation
(1)
sequence analysis
(1)
non-linear projection
(1)
Papers
Operationalizing Essential Characteristics of Creativity in a Computational System for Music Composition
AAAI 2024
Musical Phrase Segmentation via Grammatical Induction
IJCAI 2024
Greedy Structure Search for Sum-Product Networks
IJCAI 2015
Learning the Architecture of Sum-Product Networks Using Clustering on Variables
NIPS 2012
Iterative Non-linear Dimensionality Reduction with Manifold Sculpting
NIPS 2007