| 2023 | CIKM | Nudging Neural Click Prediction Models to Pay Attention to Position. | Efi Karra Taniskidou, Wenjie Zhao, Iain Murray, Roberto Pellegrini |
| 2022 | RecSys | Don't recommend the obvious: estimate probability ratios. | Roberto Pellegrini, Wenjie Zhao, Iain Murray |
| 2021 | AAAI | CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting. | Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras |
| 2020 | ICML | On Contrastive Learning for Likelihood-free Inference. | Conor Durkan, Iain Murray, George Papamakarios |
| 2019 | AISTATS | Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows. | George Papamakarios, David C. Sterratt, Iain Murray |
| 2019 | ICLR | Mode Normalization. | Lucas Deecke, Iain Murray, Hakan Bilen |
| 2019 | ICML | BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning. | Asa Cooper Stickland, Iain Murray |
| 2019 | IPIN | Modelling indoor spaces to support vision impaired navigation using an ontology based approach. | Nimalika Fernando, David A. McMeekin, Iain Murray |
| 2018 | ICML | Dynamic Evaluation of Neural Sequence Models. | Ben Krause, Emmanuel Kahembwe, Iain Murray, Steve Renals |
| 2017 | AISTATS | Markov Chain Truncation for Doubly-Intractable Inference. | Colin Wei, Iain Murray |
| 2017 | EACL | Aye or naw, whit dae ye hink? Scottish independence and linguistic identity on social media. | Philippa Shoemark, Debnil Sur, Luke Shrimpton, Iain Murray, Sharon Goldwater |
| 2017 | ICLR | Multiplicative LSTM for sequence modelling. | Ben Krause, Iain Murray, Steve Renals, Liang Lu |
| 2016 | AISTATS | Pseudo-Marginal Slice Sampling. | Iain Murray, Matthew M. Graham |
| 2016 | Mobisys | Poster: Context Aware Route Determination Model for Mobile Indoor Navigation Systems for Vision Impaired People. | Nimalika Fernando, David A. McMeekin, Iain Murray |
| 2015 | ICASSP | Modelling acoustic feature dependencies with artificial neural networks: Trajectory-RNADE. | Benigno Uria, Iain Murray, Steve Renals, Cassia Valentini-Botinhao, John Bridle |
| 2015 | ICML | MADE: Masked Autoencoder for Distribution Estimation. | Mathieu Germain, Karol Gregor, Iain Murray, Hugo Larochelle |
| 2015 | IPIN | An algorithm for labeling topological maps to represent point of interest for vision impaired navigation. | J. A. D. C. Anuradha Jayakody, Iain Murray, Johannes Ulrich Herrmann |
| 2014 | CEC | Image deblurring using a hybrid optimization algorithm. | Kit Yan Chan, Nimali Rajakaruna, Chamila Rathnayake, Iain Murray |
| 2014 | ICML | A Deep and Tractable Density Estimator. | Benigno Uria, Iain Murray, Hugo Larochelle |
| 2014 | IPIN | Human activity recognition using thigh angle derived from single thigh mounted IMU data. | Nimsiri Abhayasinghe, Iain Murray |
| 2014 | IPIN | The application of "Off-the-shelf" components for building IMUs for navigation research. | Nimsiri Abhayasinghe, Iain Murray |
| 2014 | IPIN | Inertial data based deblurring for vision impaired navigation. | Nimali Rajakaruna, Chamila Rathnayake, Nimsiri Abhayasinghe, Iain Murray |
| 2014 | IPIN | Image database with synchronized sensor data for vision based navigation systems. | Chamila Rathnayake, Nimali Rajakaruna, Iain Murray |
| 2014 | IPIN | Trust framework for handling communication using social networks as applied to mobile sensor based indoor navigation system. | Lakmal Rupasinghe, Iain Murray |
| 2013 | CAIP | A Composable Strategy for Shredded Document Reconstruction. | Razvan Ranca, Iain Murray |
| 2012 | HSI | Mathspeak: An Audio Method for Presenting Mathematical Formulae to Blind Students. | Azadeh Nazemi, Iain Murray, Nazanin Mohammadi |
| 2012 | Interspeech | Deep Architectures for Articulatory Inversion. | Benigno Uria, Iain Murray, Steve Renals, Korin Richmond |
| 2010 | UAI | Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes. | Ryan Prescott Adams, George E. Dahl, Iain Murray |
| 2009 | ICML | Tractable nonparametric Bayesian inference in Poisson processes with Gaussian process intensities. | Ryan Prescott Adams, Iain Murray, David J. C. MacKay |
| 2009 | ICML | Evaluation methods for topic models. | Hanna M. Wallach, Iain Murray, Ruslan Salakhutdinov, David M. Mimno |
| 2008 | ICML | On the quantitative analysis of deep belief networks. | Ruslan Salakhutdinov, Iain Murray |
| 2007 | ITiCSE | Remote and local delivery of cisco education for the vision-impaired. | Helen Armstrong, Iain Murray |
| 2006 | ASSETS | A Cisco education tool accessible to the vision impaired. | James Hope, Brian R. von Konsky, Iain Murray, L. C. Chew, B. Farrugia |
| 2006 | ASSETS | A portable device for the translation of braille to text. | Iain Murray, Andrew Pasquale |
| 2006 | ASSETS | Wireless headset communications for vision impaired persons in multi-User environments. | Iain Murray, Andrew Pasquale |
| 2006 | ASSETS | Hardware-based text-to-braille translator. | Xuan Zhang, Cesar Ortega-Sanchez, Iain Murray |
| 2006 | UAI | MCMC for Doubly-intractable Distributions. | Iain Murray, Zoubin Ghahramani, David J. C. MacKay |
| 2004 | ACE | A Computing Education Vision for the Sight Impaired. | Iain Murray, Helen Armstrong |
| 2004 | UAI | Bayesian Learning in Undirected Graphical Models: Approximate MCMC Algorithms. | Iain Murray, Zoubin Ghahramani |