David Saulpic
8 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (6) π Interdisciplinary Bridge π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
π
Trend Setter
Conferences
NIPS (4)
ICML (3)
COLT (1)
Top co-authors
Keywords
approximation algorithm
(3)
stochastic block model
(2)
graph clustering
(2)
euclidean space
(1)
dynamic clustering
(1)
data stream
(1)
geometric median
(1)
dynamic algorithm
(1)
community recovery
(1)
facility location
(1)
local search
(1)
degree heterogeneity
(1)
dynamic data stream
(1)
sublinear algorithm
(1)
power mean
(1)
constant factor approximation
(1)
euclidean k-mean
(1)
louvain algorithm
(1)
community detection
(1)
network analysis
(1)
Papers
Differentially Private Federated $k$-Means Clustering with Server-Side Data
ICML 2025
Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond
ICML 2024
Making Old Things New: A Unified Algorithm for Differentially Private Clustering
ICML 2024
Community Recovery in the Degree-Heterogeneous Stochastic Block Model
COLT 2022
Improved Coresets for Euclidean $k$-Means
NIPS 2022
Improved Coresets and Sublinear Algorithms for Power Means in Euclidean Spaces
NIPS 2021
On the Power of Louvain in the Stochastic Block Model
NIPS 2020
Fully Dynamic Consistent Facility Location
NIPS 2019