In heterogeneousnetworks sending messagesmay incur different delayson different edges,and eachprocessormay havea different switching timebetweenmessages.Thewell studiedTelephonemo...
Amotz Bar-Noy, Sudipto Guha, Joseph Naor, Baruch S...
Confusion networks are a simple representation of multiple speech recognition or translation hypotheses in a machine translation system. A typical operation on a confusion network...
We study the problem of learning large margin halfspaces in various settings using coresets to show that coresets are a widely applicable tool for large margin learning. A large m...
The problem of reinforcement learning in large factored Markov decision processes is explored. The Q-value of a state-action pair is approximated by the free energy of a product o...
Abstract. We study the problem of designing group-strategyproof costsharing mechanisms. The players report their bids for getting serviced and the mechanism decides a set of player...