2 citations · 2 across the 13 of their papers we have counts for
3 papers · 1 filter
Improved Multi-Dimensional Forecasting for Swap Regret
Joey Rivkin, Ramiro N. Deo-Campo Vuong, Robert Kleinberg +3
We study the problem of forecasting for an arbitrary number of downstream agents with unknown objectives, each of whom best responds to the forecaster's predictions. We seek a sing…
Price of Anarchy of Algorithmic Monoculture
Robert Kleinberg, Erald Sinanaj, Éva Tardos
Several recent works investigate the effects of monoculture, the ever increasing phenomenon of (possibly) self-interested actors in a society relying on one common source of advice…
Oracle-efficient Hybrid Learning with Constrained Adversaries
Princewill Okoroafor, Robert Kleinberg, Michael P. Kim
The Hybrid Online Learning Problem, where features are drawn i.i.d. from an unknown distribution but labels are generated adversarially, is a well-motivated setting positioned betw…