8 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.AI2012★ 8 cited
Monte-Carlo optimizations for resource allocation problems in stochastic network systems
Milos Hauskrecht, Tomas Singliar
Real-world distributed systems and networks are often unreliable and subject to random failures of its components. Such a stochastic behavior affects adversely the complexity of op…
cs.AI2012★ 6 cited
Efficient inference in persistent Dynamic Bayesian Networks
Tomas Singliar, Denver Dash
Numerous temporal inference tasks such as fault monitoring and anomaly detection exhibit a persistence property: for example, if something breaks, it stays broken until an interven…