63 citations · 198 across the 19 of their papers we have counts for
Showing 2010Show all
2 papers · 1 filter
quant-ph2010★ 44 cited
Quantum learning: optimal classification of qubit states
Madalin Guta, Wojciech Kotlowski
Pattern recognition is a central topic in Learning Theory with numerous applications such as voice and text recognition, image analysis, computer diagnosis. The statistical set-up…
cs.IT2010★ 3 cited
Prequential Plug-In Codes that Achieve Optimal Redundancy Rates even if the Model is Wrong
Peter Grünwald, Wojciech Kotłowski
We analyse the prequential plug-in codes relative to one-parameter exponential families M. We show that if data are sampled i.i.d. from some distribution outside M, then the redund…