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Online Gaussian Process/Ushahidi
Rekodi ya ushahidi wa mbinu

Online Gaussian Process

Online Gaussian Process (OGP) extends the Bayesian nonparametric GP framework to streaming or sequentially arriving data. Instead of recomputing the full GP posterior from scratch as each observation arrives, OGP maintains a compact summary — a sparse set of inducing points — and updates it incrementally, making probabilistic regression and classification feasible in real-time and large-scale settings.

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Online Gaussian Process Regression and Classification
Rekodi ya mbinu ya kiajenda · ml-model / machine-learning
  • Csató, L. & Opper, M. (2002). Sparse on-line Gaussian processes. Neural Computation, 14(3), 641–668. · DOI 10.1162/089976602317250933
  • Engel, Y., Mannor, S. & Meir, R. (2004). The kernel recursive least-squares algorithm. IEEE Transactions on Signal Processing, 52(8), 2275–2285. · DOI 10.1109/TSP.2004.830985
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See alsoBayesian Linear Regressionmachine-suggested · Relational suggestion, not evidence.Same method familyStochastic Gradient Descentmachine-suggested · Relational suggestion, not evidence.See alsoVariational Inferencemachine-suggested · Relational suggestion, not evidence.

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