58 citations · 163 across the 32 of their papers we have counts for
4 papers · 1 filter
Weighted Envy-Freeness in Indivisible Item Allocation
Mithun Chakraborty, Ayumi Igarashi, Warut Suksompong +1
We introduce and analyze new envy-based fairness concepts for agents with weights that quantify their entitlements in the allocation of indivisible items. We propose two variants o…
On the Privacy Risks of Model Explanations
Reza Shokri, Martin Strobel, Yair Zick
Privacy and transparency are two key foundations of trustworthy machine learning. Model explanations offer insights into a model's decisions on input data, whereas privacy is prima…
Group-Fairness in Influence Maximization
Alan Tsang, Bryan Wilder, Eric Rice +2
Influence maximization is a widely used model for information dissemination in social networks. Recent work has employed such interventions across a wide range of social problems,…
A Learning Framework for Distribution-Based Game-Theoretic Solution Concepts
Tushant Jha, Yair Zick
The past few years have seen several works on learning economic solutions from data; these include optimal auction design, function optimization, stable payoffs in cooperative game…