Agathe Girard
Probabilistic & Bayesian Methods · 2002–2005
A researcher in the Science corpus: 5 papers; trusts 5 researchers and is trusted by 13 researchers here, as inferred from the citation graph.
Subfields
- Probabilistic & Bayesian Methods — 6 citations into it
Whom Agathe Girard trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Radford M. Neal
- Christopher K. I. Williams
- Joaquin Quiñonero Candela
- Michael E. Tipping
- Volker Tresp
- Matthias W. Seeger
- Carl E. Rasmussen
- Michael A. Arbib
- Roderick Murray-Smith
- Jan M. Maciejowski
Who trusts Agathe Girard overall
- Marc Peter Deisenroth
- Carl E. Rasmussen
- Jus Kocijan
- Duy Nguyen-Tuong
- Jan Peters
- Jonathan Ko
- Kurtland Chua
- Sanket Kamthe
- Thang D. Bui
- Andreas C. Damianou
Papers from Agathe Girard's perspective
Ordered by how strongly the researchers Agathe Girard trusts endorse each paper. Same corpus, a different order for every researcher.
- Using the Nyström Method to Speed Up Kernel Machines
- Bayesian learning for neural networks
- In Advances in Neural Information Processing Systems
- Prediction with Gaussian Processes: From Linear Regression to Linear Prediction and Beyond
- A Bayesian Committee Machine (Neural Computation)
- Sparse Bayesian Learning and the Relevance Vector Machine
- Fast Forward Selection to Speed Up Sparse Gaussian Process Regression
- Gaussian Process Priors with Uncertain Inputs - Application to Multiple-Step Ahead Time Series Forecasting
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Propagation of uncertainty in Bayesian kernel models - application to multiple-step ahead forecasting
Their papers
- Propagation of uncertainty in Bayesian kernel models - application to multiple-step ahead forecasting (2003) — 172 citations
- Dynamic systems identification with Gaussian processes (2005) — 245 citations
- Gaussian process model based predictive control (2004) — 287 citations
- Multiple-step ahead prediction for non linear dynamic systems: A Gaussian Process treatment with propagation of the uncertainty (2003) — 83 citations
- Gaussian Process Priors with Uncertain Inputs - Application to Multiple-Step Ahead Time Series Forecasting (2002) — 497 citations