'Gaussian processes' presentation slideshows

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Beating the Union Bound by Geometric Techniques

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Octopus Arm Project

Octopus Arm Project. Final Presentation. Dmitry Volkinshtein & Peter Szabo. Supervised by: Yaki Engel. Contents. Project Goal The Octopus and its Arm Octopus Arm Model Reinforcement Learning On-Line GPTD Algorithm System Implementation Debug and Testing

619 views • 38 slides

Gaussian Processes in Machine Learning

Gaussian Processes in Machine Learning. Gerhard Neumann, Seminar F, WS 05/06. Outline of the talk. Gaussian Processes (GP) [ma05, rs03] Bayesian Inference GP for regression Optimizing the hyperparameters Applications GP Latent Variable Models [la04] GP Dynamical Models [wa05].

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CS 59000 Statistical Machine learning Lecture 15

CS 59000 Statistical Machine learning Lecture 15. Yuan (Alan) Qi Purdue CS Oct. 21 2008. Outline . Review of Gaussian Processes (GPs) From linear regression to GP GP for regression Learning hyperparameters Automatic Relevance Determination GP for classification. Gaussian Processes.

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Forecasting and Trading Commodity Contract Spreads with Gaussian Processes

Forecasting and Trading Commodity Contract Spreads with Gaussian Processes. Nicolas Chapados and Yoshua Bengio University of Montreal and ApSTAT Technologies Inc. Approach in a Nutshell. Commodity spreads exhibit regularities

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Random processes

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Dr. Zhen Gao Prof. Torgeir Moan

Frequency-domain multi-modal formulation for fatigue analysis of Gaussian and non-Gaussian wide-band processes. Dr. Zhen Gao Prof. Torgeir Moan Centre for Ships and Ocean Structures, Norwegian University of Science and Technology February 24, 2010.

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AM3 Task 1.3 Navigation Using Spatio-Temporal Gaussian Processes Songhwai Oh

AM3 Task 1.3 Navigation Using Spatio-Temporal Gaussian Processes Songhwai Oh (Presented by Sam Burden) MAST Annual Review University of Pennsylvania March 8-9, 2010. Overview. Navigation Using Spatio-Temporal Gaussian Processes. Songhwai Oh Professor, Seoul National University

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Gaussian Process Round Table Welcome

Gaussian Process Round Table Welcome. Neil Lawrence. Welcome. Welcome to the. Sheffield Gaussian Process Round Table. The NIPS Gaussian Process Preview. Overview. Background Issues Arrangements. Background. Life of Brian. Brian: Are you the Judean People's Front? Reg: F--- off.

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Support Vector Regression

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Gaussian Processes for Regression CKI Williams and CE Rasmussen

Gaussian Processes for Regression CKI Williams and CE Rasmussen. Summarized by Joon Shik Kim 12.05.10.(Fri) Computational Models of Intelligence. Introduction.

242 views • 9 slides