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Optimization with EM and Expectation-Conjugate-Gradient
https://mlg.eng.cam.ac.uk/pub/pdf/SalRowGha03b.pdf13 Feb 2023: Right panel displays ”non-converging” case of the EM. Very unstructured data (30 sequences, each of length 50)was generated from a full 5-state HMM with alphabet size of 5. ... InAdvances in neural information processing systems, vol-ume 10, pages -
Efficient Reinforcement Learning for Motor Control
https://mlg.eng.cam.ac.uk/pub/pdf/DeiRas09b.pdf13 Feb 2023: Trumpington Street, Cambridge CB2 1PZ, UK. Abstract— Artificial learners often require many more trialsthan humans or animals when learning motor control tasksin the absence of expert knowledge. ... The MIT Press,Cambridge, MA, USA, 1997. [15] Mark W. -
Randomized Nonlinear Component Analysis
https://mlg.eng.cam.ac.uk/pub/pdf/LopSraSmo14a.pdf13 Feb 2023: Randomized Nonlinear Component Analysis. David Lopez-Paz DLOPEZ@TUE.MPG.DEMax-Planck-Institute for Intelligent Systems, University of Cambridge. ... Smola ALEX@SMOLA.ORGCarnegie Mellon University, Google Research. Zoubin Ghahramani
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