Jacob Imola
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
Conferences
ICML (2)
NIPS (2)
ALT (1)
UAI (1)
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
Private estimation algorithms for stochastic block models and mixture models
NIPS 2023
Online k-means Clustering on Arbitrary Data Streams
ALT 2023
Differentially Private Hierarchical Clustering with Provable Approximation Guarantees
ICML 2023
Balancing utility and scalability in metric differential privacy
UAI 2022
Capacity Bounded Differential Privacy
NIPS 2019