Variational Gaussian Process Classifiers  

Oleh:

Gibbs, M. N. ; Mackay, D. J. C.

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: IEEE Transactions on Neural Networks vol. 11 no. 6 (2000), page 1458-1464.
Topik: gaussian; variational; gaussian; process; classifiers

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: II36.4 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

Lihat Detail Induk

Isi artikel

Gaussian processes are a promising non linear regression tool, but it is not straightforward to solve classification problems with them. In the paper the variational methods of Jaakkola and Jordan (2000) are applied to Gaussian processes to produce an efficient Bayesian binary classifier.

Opini Anda

Klik untuk menuliskan opini Anda tentang koleksi ini!

Kembali