Jacob Imola
6 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
differential privacy
(4)
stochastic block model
(2)
k-means clustering
(1)
hierarchical clustering
(1)
probability distribution
(1)
algorithmic stability
(1)
linear programming
(1)
exponential mechanism
(1)
online algorithm
(1)
data stream
(1)
approximation algorithm
(1)
mixture model
(1)
metric space
(1)
additive error
(1)
private estimation
(1)
capacity bounded
(1)
online k-mean
(1)
adversarial learning
(1)
Papers
Lightweight Protocols for Distributed Private Quantile Estimation
ICML 2025
Differentially Private Hierarchical Clustering with Provable Approximation Guarantees
ICML 2023
Online k-means Clustering on Arbitrary Data Streams
ALT 2023
Private estimation algorithms for stochastic block models and mixture models
NeurIPS 2023
Balancing utility and scalability in metric differential privacy
UAI 2022
Capacity Bounded Differential Privacy
NeurIPS 2019