39 citations · 61 across the 2 of their papers we have counts for
2 papers
cs.AI2008★ 39 cited
Algorithm Selection as a Bandit Problem with Unbounded Losses
Matteo Gagliolo, Juergen Schmidhuber
Algorithm selection is typically based on models of algorithm performance, learned during a separate offline training sequence, which can be prohibitively expensive. In recent work…
cs.NE2005★ 22 cited
Evolino for recurrent support vector machines
Juergen Schmidhuber, Matteo Gagliolo, Daan Wierstra +1
Traditional Support Vector Machines (SVMs) need pre-wired finite time windows to predict and classify time series. They do not have an internal state necessary to deal with sequenc…