Sergei Vassilvtiskii
7 papers · 2018–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Gold
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Taxonomy Completionist
(13)
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Venues
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Research topics
Keywords
differential privacy
(2)
empirical risk minimization
(2)
convex optimization
(1)
hierarchical clustering
(1)
constrained optimization
(1)
determinantal point processes
(1)
tree-based sampling
(1)
privacy-preserving learning
(1)
online optimization
(1)
resource allocation
(1)
poisson process
(1)
approximate nearest neighbor
(1)
determinantal point process
(1)
regret bound
(1)
online algorithm
(1)
approximation algorithm
(1)
linear constraint
(1)
bias-variance tradeoff
(1)
metric space
(1)
competitive analysis
(1)
Papers
Hierarchical Clustering in General Metric Spaces using Approximate Nearest Neighbors
AISTATS 2021
Private optimization without constraint violations
AISTATS 2021
A Tree-Based Method for Fast Repeated Sampling of Determinantal Point Processes
ICML 2019
Bounding User Contributions: A Bias-Variance Trade-off in Differential Privacy
ICML 2019
Consistent Online Optimization: Convex and Submodular
AISTATS 2019
Matroids, Matchings, and Fairness
AISTATS 2019
Competitive Caching with Machine Learned Advice
ICML 2018