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Oral
Thu Jul 22 09:00 PM -- 09:20 PM (KST)
Local Algorithms for Finding Densely Connected Clusters
In Unsupervised Learning 1
Peter Macgregor · He Sun
[ Paper ]
Spotlight
Thu Jul 22 09:20 PM -- 09:25 PM (KST)
Systematic Analysis of Cluster Similarity Indices: How to Validate Validation Measures
In Unsupervised Learning 1
Martijn Gösgens · Aleksei Tikhonov · Liudmila Prokhorenkova
[ Paper ]
Spotlight
Thu Jul 22 09:25 PM -- 09:30 PM (KST)
Local Correlation Clustering with Asymmetric Classification Errors
In Unsupervised Learning 1
Jafar Jafarov · Sanchit Kalhan · Konstantin Makarychev · Yury Makarychev
[ Paper ]
Spotlight
Thu Jul 22 09:30 PM -- 09:35 PM (KST)
Near-Optimal Algorithms for Explainable k-Medians and k-Means
In Unsupervised Learning 1
Konstantin Makarychev · Liren Shan
[ Paper ]
Spotlight
Thu Jul 22 09:35 PM -- 09:40 PM (KST)
BasisDeVAE: Interpretable Simultaneous Dimensionality Reduction and Feature-Level Clustering with Derivative-Based Variational Autoencoders
In Unsupervised Learning 1
Dominic Danks · Christopher Yau
[ Paper ]
Spotlight
Thu Jul 22 09:40 PM -- 09:45 PM (KST)
Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees
In Unsupervised Learning 1
Anand Rajagopalan · Fabio Vitale · Danny Vainstein · Gui Citovsky · Cecilia Procopiuc · Claudio Gentile
[ Paper ]
Spotlight
Thu Jul 22 09:45 PM -- 09:50 PM (KST)
A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples
In Unsupervised Learning 1
Christian Kümmerle · Claudio Mayrink Verdun
[ Paper ]
Q&A
Thu Jul 22 09:50 PM -- 09:55 PM (KST)
Q&A
In Unsupervised Learning 1