Storkey, Amos J.

35 publications

NeurIPS 2022 Hamiltonian Latent Operators for Content and Motion Disentanglement in Image Sequences Asif Khan, Amos J. Storkey

NeurIPS 2021 Gradient-Based Hyperparameter Optimization over Long Horizons Paul Micaelli, Amos J. Storkey

NeurIPS 2020 Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels Massimiliano Patacchiola, Jack Turner, Elliot J. Crowley, Michael O'Boyle, Amos J. Storkey

NeurIPS 2020 Self-Supervised Relational Reasoning for Representation Learning Massimiliano Patacchiola, Amos J. Storkey

NeurIPS 2019 Learning to Learn by Self-Critique Antreas Antoniou, Amos J. Storkey

NeurIPS 2019 Zero-Shot Knowledge Transfer via Adversarial Belief Matching Paul Micaelli, Amos J. Storkey

AISTATS 2018 International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain Amos J. Storkey, Fernando Pérez-Cruz

NeurIPS 2018 Moonshine: Distilling with Cheap Convolutions Elliot J. Crowley, Gavin Gray, Amos J. Storkey

AISTATS 2017 Asymptotically Exact Inference in Differentiable Generative Models Matthew M. Graham, Amos J. Storkey

UAI 2017 Continuously Tempered Hamiltonian Monte Carlo Matthew M. Graham, Amos J. Storkey

ICLR 2017 Towards a Neural Statistician Harrison Edwards, Amos J. Storkey

ICLR 2016 Censoring Representations with an Adversary Harrison Edwards, Amos J. Storkey

AAAI 2016 Stochastic Parallel Block Coordinate Descent for Large-Scale Saddle Point Problems Zhanxing Zhu, Amos J. Storkey

ECML-PKDD 2015 Adaptive Stochastic Primal-Dual Coordinate Descent for Separable Saddle Point Problems Zhanxing Zhu, Amos J. Storkey

ECML-PKDD 2015 Aggregation Under Bias: Rényi Divergence Aggregation and Its Implementation via Machine Learning Markets Amos J. Storkey, Zhanxing Zhu, Jinli Hu

NeurIPS 2015 Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling Xiaocheng Shang, Zhanxing Zhu, Benedict Leimkuhler, Amos J. Storkey

ICML 2012 A Topic Model for Melodic Sequences Athina Spiliopoulou, Amos J. Storkey

NeurIPS 2012 Continuous Relaxations for Discrete Hamiltonian Monte Carlo Yichuan Zhang, Zoubin Ghahramani, Amos J. Storkey, Charles A. Sutton

ICML 2012 Isoelastic Agents and Wealth Updates in Machine Learning Markets Amos J. Storkey, Jono Millin, Krzysztof J. Geras

NeurIPS 2012 The Coloured Noise Expansion and Parameter Estimation of Diffusion Processes Simon Lyons, Amos J. Storkey, Simo Särkkä

ECML-PKDD 2011 Comparing Probabilistic Models for Melodic Sequences Athina Spiliopoulou, Amos J. Storkey

NeurIPS 2011 Neuronal Adaptation for Sampling-Based Probabilistic Inference in Perceptual Bistability David P. Reichert, Peggy Series, Amos J. Storkey

NeurIPS 2010 Hallucinations in Charles Bonnet Syndrome Induced by Homeostasis: A Deep Boltzmann Machine Model Peggy Series, David P. Reichert, Amos J. Storkey

NeurIPS 2010 Sparse Instrumental Variables (SPIV) for Genome-Wide Studies Paul Mckeigue, Jon Krohn, Amos J. Storkey, Felix V. Agakov

IJCAI 2007 A Primitive Based Generative Model to Infer Timing Information in Unpartitioned Handwriting Data Ben H. Williams, Marc Toussaint, Amos J. Storkey

NeurIPS 2007 Continuous Time Particle Filtering for fMRI Lawrence Murray, Amos J. Storkey

NeurIPS 2007 Modelling Motion Primitives and Their Timing in Biologically Executed Movements Ben Williams, Marc Toussaint, Amos J. Storkey

NeurIPS 2006 Learning Structural Equation Models for fMRI Enrico Simonotto, Heather Whalley, Stephen Lawrie, Lawrence Murray, David Mcgonigle, Amos J. Storkey

NeurIPS 2006 Mixture Regression for Covariate Shift Masashi Sugiyama, Amos J. Storkey

ICML 2006 Probabilistic Inference for Solving Discrete and Continuous State Markov Decision Processes Marc Toussaint, Amos J. Storkey

NeurIPS 2003 Generalised Propagation for Fast Fourier Transforms with Partial or Missing Data Amos J. Storkey

UAI 2003 Renewal Strings for Cleaning Astronomical Databases Amos J. Storkey, Nigel C. Hambly, Christopher K. I. Williams, Robert G. Mann

NeurIPS 2002 Dynamic Structure Super-Resolution Amos J. Storkey

AISTATS 2001 Dynamic Positional Trees for Structural Image Analysis Amos J. Storkey, Christopher K. I. Williams

UAI 2000 Dynamic Trees: A Structured Variational Method Giving Efficient Propagation Rules Amos J. Storkey