Sergei Vassilvitskii
Publications by Year
Research Areas
Auction Theory and Applications, Optimization and Search Problems, Consumer Market Behavior and Pricing, Privacy-Preserving Technologies in Data, Data Management and Algorithms
Most-Cited Works
- → k-means++: the advantages of careful seeding(2007)6,280 cited
- → Scalable k-means++(2012)627 cited
- → Counting triangles and the curse of the last reducer(2011)418 cited
- → How slow is the k -means method?(2006)303 cited
- → Generalized distances between rankings(2010)275 cited
- → A Model of Computation for MapReduce(2010)260 cited
- → Filtering(2011)233 cited
- → Densest subgraph in streaming and MapReduce(2012)220 cited
- → Fast Greedy Algorithms in MapReduce and Streaming(2015)135 cited
- → How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy(2023)127 cited