Nicholas D. Sidiropoulos
7 papers · 2017–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Topic Evolution
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
tensor decomposition
(3)
deep neural network
(2)
combinatorial optimization
(2)
matrix factorization
(1)
document summarization
(1)
hierarchical clustering
(1)
function approximation
(1)
tensor completion
(1)
low-rank approximation
(1)
nonlinear system identification
(1)
nonparametric estimation
(1)
tensor factorization
(1)
temporal analysis
(1)
block coordinate descent
(1)
nonlinear transformation
(1)
lovasz extension
(1)
community detection
(1)
mixture model
(1)
tree structure
(1)
k-means clustering
(1)
Papers
Optimal Quasi-clique: Hardness, Equivalence with Densest-k-Subgraph, and Quasi-partitioned Community Mining
AAAI 2024
The Triangle-Densest-K-Subgraph Problem: Hardness, Lovász Extension, and Application to Document Summarization
AAAI 2022
eTREE: Learning Tree-structured Embeddings
AAAI 2021
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization
AAAI 2021
Nonlinear System Identification via Tensor Completion
AAAI 2020
Learning Mixtures of Smooth Product Distributions: Identifiability and Algorithm
AISTATS 2019
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering
ICML 2017