Computer Science · Physical Sciences
31h-index10.4kcitations93works9.52yr avg
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Research Topics
Bayesian Methods and Mixture Models(16), Neural Networks and Applications(12), Gaussian Processes and Bayesian Inference(10), Bayesian Modeling and Causal Inference(9), Machine Learning and Algorithms(6)
Publications93 total
Cambridge University Engineering Department Publications Database·2024· 2 citedOpen Access
arXiv (Cornell University)·2024· 17 citedOpen Access
arXiv (Cornell University)·2020· 2 citedOpen Access
arXiv (Cornell University)·2020· 2 citedOpen Access
AdvancedHMC.jl: A robust, modular and efficient implementation of advanced HMC algorithms
2019· 12 cited
The Springer series on challenges in machine learning·2019· 48 citedOpen Access
Interpretable Continual Learning
2018· 1 cited
arXiv (Cornell University)·2017· 29 citedOpen Access
arXiv (Cornell University)·2016· 255 citedOpen Access
arXiv (Cornell University)·2015Open Access
IEEE Transactions on Pattern Analysis and Machine Intelligence·2015· 12 cited
Significance·2015· 2 citedOpen Access
Proceedings of the 27th International Conference on Neural Information Processing Systems - Volume 1
2014· 656 cited
Proceedings of the 27th International Conference on Neural Information Processing Systems
2014· 483 cited
arXiv (Cornell University)·2014· 3 citedOpen Access
arXiv (Cornell University)·2014· 2 citedOpen Access
27th Annual Conference on Neural Information Processing Systems 2013: December 5-10, Lake Tahoe, Nevada, USA
Data Archiving and Networked Services (DANS)·2014
Partial Membership and Factor Analysis.
Cambridge University Engineering Department Publications Database·2014
Advances in neural information processing systems 26: 27th Annual Conference on Neural Information Processing Systems 2013: December 5-10, Lake Tahoe, Nevada, USA
2014· 3 cited
Proceedings of the 26th International Conference on Neural Information Processing Systems
2013· 1.3k cited
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Frequent Co-authors
David L. Wild(4), Max Welling(3), Kilian Q. Weinberger(3), Francesco Falciani(3), Iain Murray(2), David Mackay(2), Michael I. Jordan(2), Corinna Cortes(2), Neil D. Lawrence(2), GE Hinton(2), Matthew J. Beal(2), Claudia Rangel‐Escareño(2), Daniel M. Wolpert(2), E. Todorov(2), Karsten Borgwardt(2), John Lafferty(2), James Robert Lloyd(2), Jaemo Sung(2), John Skilling(1), Chris Burges(1)