1.6k citations · 8k across the 93 of their papers we have counts for
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cs.LG2013
Efficient Learning and Planning with Compressed Predictive States
William L. Hamilton, Mahdi Milani Fard, Joelle Pineau
Predictive state representations (PSRs) offer an expressive framework for modelling partially observable systems. By compactly representing systems as functions of observable quant…
cs.LG2013★ 11 cited
Online Ensemble Learning for Imbalanced Data Streams
Boyu Wang, Joelle Pineau
While both cost-sensitive learning and online learning have been studied extensively, the effort in simultaneously dealing with these two issues is limited. Aiming at this challeng…
cs.CV2013★ 99 cited
End-to-End Text Recognition with Hybrid HMM Maxout Models
Ouais Alsharif, Joelle Pineau
The problem of detecting and recognizing text in natural scenes has proved to be more challenging than its counterpart in documents, with most of the previous work focusing on a si…