485 citations · 1.2k across the 47 of their papers we have counts for
3 papers · 1 filter
Exposing the Probabilistic Causal Structure of Discrimination
Francesco Bonchi, Sara Hajian, Bud Mishra +1
Discrimination discovery from data is an important task aiming at identifying patterns of illegal and unethical discriminatory activities against protected-by-law groups, e.g., eth…
Injecting Uncertainty in Graphs for Identity Obfuscation
Paolo Boldi, Francesco Bonchi, Aris Gionis +1
Data collected nowadays by social-networking applications create fascinating opportunities for building novel services, as well as expanding our understanding about social structur…
A Data-Based Approach to Social Influence Maximization
Amit Goyal, Francesco Bonchi, Laks V. S. Lakshmanan
Influence maximization is the problem of finding a set of users in a social network, such that by targeting this set, one maximizes the expected spread of influence in the network.…