Publications

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. Hyperbolic Deep Reinforcement Learning. ICLR, 2023.

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. Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning. ICLR, 2023.

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. Should I send this notification? Optimizing push notifications decision making by modeling the future. Preprint, 2022.

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. Challenges and approaches to privacy preserving post-click conversion prediction. Preprint, 2022.

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. Learning to Rank For Push Notifications Using Pairwise Expected Regret. Preprint, 2022.

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. RecSys 2021 Challenge Workshop: Fairness-aware engagement prediction at scale on Twitter’s Home Timeline. RecSys Proceedings, 2021.

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. The 2021 RecSys Challenge Dataset: Fairness is not optional. RecSys Challenge 2021 Proceedings, 2021.

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. An Analysis Of Entire Space Multi-Task Models For Post-Click Conversion Prediction. RecSys 21 Late Breaking Results, 2021.

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. Physically Embedded Planning Problems: New Challenges for Reinforcement Learning. Preprint, 2020.

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. The Option Keyboard: Combining Skills in Reinforcement Learning. NeurIPS, 2019.

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. Composing Entropic Policies using Divergence Correction. ICML, 2019.

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. Entropic Policy Composition with Generalized Policy Improvement and Successor Features. NeurIPS Infer2Control Workshop, 2018.

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. Successor Features for Transfer in Reinforcement Learning. NIPS, 2017.

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. Transfer in Reinforcement Learning with Successor Features and Generalised Policy Improvement. ICLR Lifelong Learning Workshop, 2017.

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. Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes. NIPS, 2016.

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. Deep Reinforcement Learning in Large Discrete Action Spaces. Preprint, 2016.

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. Continuous control with deep reinforcement learning. ICLR, 2016.

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. Memory-based control with recurrent neural networks. Neural Information Processing Systems Deep Reinforcement Learning Workshop, 2015.

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. Stripe-rearing changes multiple aspects of the structure of primary visual cortex. Vision Research, 2014.

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. Sparse coding can predict primary visual cortex receptive field changes induced by abnormal visual input. PLoS Computational Biology, 2013.

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. Sparse coding on the spot: spontaneous retinal waves suffice for orientation selectivity. Neural Computation, 2012.

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. Randomly oriented edge arrangements dominate naturalistic arrangements in binocular rivalry. Vision Research, 2012.

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. The combinatorics of neurite self-avoidance.. Neural Computation, 2011.

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. Statistical structure of lateral connections in the primary visual cortex. Neural Systems & Circuits, 2011.

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. Natural scene statistics and the development of the primary visual cortex. PhD Thesis, 2011.

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. Natural scene statistics and the structure of orientation maps in the visual cortex. Neuroimage, 2009.

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. Polysaccharide sequence reconstruction from digest patterns. Undergraduate Honours Thesis, 2006.

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. On the simulation of enzymatic digest patterns: the fragmentation of oligomeric and polymeric galacturonides by endo-polygalacturonase II. Biochimica et Biophysica Acta, 2006.

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. Molecular Dynamics Simulation of Two Possible Mixing Configurations. Undergraduate Report, 2005.

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