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Bayesian reasoning and machine learning by David Barber
Material type:
TextLanguage: English Publication details: New Delhi: Cambridge University Press 2014Description: xxiv, 697p., app., ref., ind. 24 cm x 18 cmISBN: - 9781107439955
- algorithm
- approximate
- artificial intelligence
- basic graph concepts
- bayesian statistical decision theory
- belief networks
- classification
- decision
- distributed computation
- dynamical
- efficient inference in trees
- gaussian processes
- graphical models
- hidden variables
- inference in probabilistic models
- latent
- linear dimension
- machine learning
- mixture models
- naive bayes
- sampling
- statistics
- 006.31 BAR
| Item type | Current library | Call number | Status | Barcode | |
|---|---|---|---|---|---|
| Books | KEIC | 006.31 BAR (Browse shelf(Opens below)) | Available | 12899 |
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