153 citations · 1.2k across the 73 of their papers we have counts for
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cs.LG2011
No Free Lunch versus Occam's Razor in Supervised Learning
Tor Lattimore, Marcus Hutter
The No Free Lunch theorems are often used to argue that domain specific knowledge is required to design successful algorithms. We use algorithmic information theory to argue the ca…
cs.LG2011
Universal Prediction of Selected Bits
Tor Lattimore, Marcus Hutter, Vaibhav Gavane
Many learning tasks can be viewed as sequence prediction problems. For example, online classification can be converted to sequence prediction with the sequence being pairs of input…