Items where Author is "Filippone, Maurizio"

Papamarkou, Theodore and Skoularidou, Maria and Palla, Konstantina and Aitchison, Laurence and Arbel, Julyan and Dunson, David and Filippone, Maurizio and Fortuin, Vincent and Hennig, Philipp and Hernández-Lobato, José Miguel and Hubin, Aliaksandr and Immer, Alexander and Karaletsos, Theofanis and Khan, Mohammad Emtiyaz and Kristiadi, Agustinus and Li, Yingzhen and Mandt, Stephan and Nemeth, Christopher and Osborne, Michael A. and Rudner, Tim G. J. and Rügamer, David and Teh, Yee Whye and Welling, Max and Wilson, Andrew Gordon and Zhang, Ruqi (2024) Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI. Proceedings of Machine Learning Research, 235. pp. 39556-39586. ISSN 1938-7228

Nemeth, Christopher and Lindsten, Fredrik and Filippone, Maurizio and Hensman, James (2019) Pseudo-extended Markov chain Monte Carlo. In: Thirty-third Conference on Neural Information Processing Systems, 2019-12-08 - 2019-12-14, Vancouver Convention Center.

Hensman, James and De Matthews, Alexander G. and Filippone, Maurizio and Ghahramani, Zoubin (2015) MCMC for variationally sparse Gaussian processes. In: Advances in Neural Information Processing Systems :. Neural information processing systems foundation, CAN, pp. 1648-1656.