Nicholas D. Sidiropoulos
7 papers · 2017–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (7) π Renaissance Researcher (6) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(25)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π§¬
Topic Evolution
Conferences
AAAI (5)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
tensor decomposition
(3)
deep neural network
(2)
combinatorial optimization
(2)
matrix factorization
(1)
document summarization
(1)
hierarchical clustering
(1)
function approximation
(1)
nonnegative matrix factorization
(1)
tree structure
(1)
low-rank approximation
(1)
nonlinear system identification
(1)
tensor factorization
(1)
temporal analysis
(1)
block coordinate descent
(1)
nonlinear transformation
(1)
lovasz extension
(1)
tensor completion
(1)
mixture model
(1)
community detection
(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, LovΓ‘sz 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