Miguel Lázaro-Gredilla

Sparse Spectrum Gaussian Process Regression

Miguel Lázaro-Gredilla, Joaquin Quiñonero-Candela, Carl Edward Rasmussen et al. · Journal of Machine Learning Research · 2010 · 388 citations

Sparse Representation, Engineering, Machine Learning +11

A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs

Dileep George, Wolfgang Lehrach, Ken Kansky et al. · Science · 2017 · 291 citations

Artificial Intelligence, Generative Vision Model, Engineering +21

Kernel Recursive Least-Squares Tracker for Time-Varying Regression

Steven Van Vaerenbergh, Miguel Lázaro-Gredilla · IEEE Transactions on Neural Networks and Learning Systems · 2012 · 172 citations

Engineering, Machine Learning, Filtering Technique +22

Spike and Slab Variational Inference for Multi-Task and Multiple Kernel Learning

Miguel Lázaro-Gredilla, Michalis K. Titsias · Neural Information Processing Systems · 2011 · 164 citations

Engineering, Machine Learning, Multimodal Learning +21

Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics

Ken Kansky, Tom Silver, David A. Mély et al. · arXiv (Cornell University) · 2017 · 150 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22