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G-Network for outcome prediction under dynamic intervention regimes
(Massachusetts Institute of Technology, 2020)
Counterfactual prediction is useful in settings where one would like to know what would have happened had an alternative regime been followed, but one only knows the outcomes under the observational regime. Typically, the ...
End-to-end data reliability in optical flow switching
(Massachusetts Institute of Technology, 2011)
Ever since optical fiber was introduced in the 1970s as a communications medium, optical networking has revolutionized the telecommunications landscape. With sustained exponential increase in bandwidth demand, innovation ...