Ilan Shomorony
8 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (5)
AISTATS (1)
ALT (1)
ICML (1)
Top co-authors
Keywords
multi-armed bandit
(4)
k-medoids clustering
(2)
distance computation
(1)
eigenvector centrality
(1)
algorithm complexity
(1)
spectral decomposition
(1)
clustering algorithm
(1)
randomized algorithm
(1)
decision tree
(1)
leverage score sampling
(1)
random forest
(1)
power iteration
(1)
adaptive estimation
(1)
node splitting
(1)
cluster center
(1)
graph neural network
(1)
matrix sampling
(1)
node subsampling
(1)
linear graph convolutional network
(1)
partitioning around medoid
(1)
Papers
Dynamic DBSCAN with Euler Tour Sequences
AISTATS 2025
Faster Maximum Inner Product Search in High Dimensions
ICML 2024
BanditPAM++: Faster $k$-medoids Clustering
NIPS 2023
Efficient Learning of Linear Graph Neural Networks via Node Subsampling
NIPS 2023
Adaptive Power Method: Eigenvector Estimation from Sampled Data
ALT 2023
MABSplit: Faster Forest Training Using Multi-Armed Bandits
NIPS 2022
BanditPAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits
NIPS 2020
Adaptive Learning of Rank-One Models for Efficient Pairwise Sequence Alignment
NIPS 2020