248 citations · 276 across the 3 of their papers we have counts for
3 papers
Efficient Principal Subspace Projection of Streaming Data Through Fast Similarity Matching
Andrea Giovannucci, Victor Minden, Cengiz Pehlevan +1
Big data problems frequently require processing datasets in a streaming fashion, either because all data are available at once but collectively are larger than available memory or…
Trust-Based Mechanisms for Robust and Efficient Task Allocation in the Presence of Execution Uncertainty
Sarvapali Dyanand Ramchurn, Claudio Mezzetti, Andrea Giovannucci +3
Vickrey-Clarke-Groves (VCG) mechanisms are often used to allocate tasks to selfish and rational agents. VCG mechanisms are incentive compatible, direct mechanisms that are efficien…
An Anytime Algorithm for Optimal Coalition Structure Generation
Talal Rahwan, Sarvapali Dyanand Ramchurn, Nicholas Robert Jennings +1
Coalition formation is a fundamental type of interaction that involves the creation of coherent groupings of distinct, autonomous, agents in order to efficiently achieve their indi…