8 citations · 16 across the 14 of their papers we have counts for
3 papers · 1 filter
Subsidy design for better social outcomes
Maria-Florina Balcan, Matteo Pozzi, Dravyansh Sharma
Overcoming the impact of selfish behavior of rational players in multiagent systems is a fundamental problem in game theory. Without any intervention from a central agent, strategi…
Algorithm Configuration for Structured Pfaffian Settings
Maria-Florina Balcan, Anh Tuan Nguyen, Dravyansh Sharma
Data-driven algorithm design automatically adapts algorithms to specific application domains, achieving better performance. In the context of parameterized algorithms, this approac…
Learning accurate and interpretable tree-based models
Maria-Florina Balcan, Dravyansh Sharma
Decision trees and their ensembles are popular in machine learning as easy-to-understand models. Several techniques have been proposed in the literature for learning tree-based cla…