Shaobo Hou

Most-cited papers

Underspecification Presents Challenges for Credibility in Modern Machine Learning
A. D'Amour, K. Heller, D. Moldovan, Ben Adlam +36 more
2020Journal of machine learning research986 citations
Semantic Scholar
Fast reinforcement learning with generalized policy updates
A. Barreto, Shaobo Hou, Diana Borsa, David Silver +1 more
2020Proceedings of the National Academy of Sciences of the United States of America150 citations Open access
Semantic Scholar
The Option Keyboard: Combining Skills in Reinforcement Learning
A. Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici +7 more
2021Neural Information Processing Systems119 citations
Semantic Scholar
Real-time Body Tracking Using a Gaussian Process Latent Variable Model
Shaobo Hou, Aphrodite Galata, Fabrice Caillette, N. Thacker +1 more
2007IEEE International Conference on Computer Vision86 citations
Semantic Scholar
Discovering Policies with DOMiNO: Diversity Optimization Maintaining Near Optimality
Tom Zahavy, Yannick Schroecker, Feryal M. P. Behbahani, Kate Baumli +3 more
2022International Conference on Learning Representations49 citations Open access
Semantic Scholar
Concept-based model explanations for electronic health records
Sebastien Baur, Shaobo Hou, Eric Loreaux, Diana Mincu +6 more
2020ACM Conference on Health, Inference, and Learning35 citations Open access
Semantic Scholar
Best of both worlds: local and global explanations with human-understandable concepts
J. Schrouff, Sebastien Baur, Shaobo Hou, Diana Mincu +5 more
2021arXiv.org33 citations
Semantic Scholar
Discovering a set of policies for the worst case reward
Tom Zahavy, A. Barreto, D. Mankowitz, Shaobo Hou +3 more
2021International Conference on Learning Representations28 citations
Semantic Scholar
Diversifying AI: Towards Creative Chess with AlphaZero
Tom Zahavy, Vivek Veeriah, Shaobo Hou, K. Waugh +6 more
2023arXiv.org25 citations Open access
Semantic Scholar
Visual speech synthesis by modelling coarticulation dynamics using a non-parametric switching state-space model
S. Deena, Shaobo Hou, Aphrodite Galata
2010ICMI-MLMI '1023 citations Open access
Semantic Scholar
Visual Speech Synthesis Using a Variable-Order Switching Shared Gaussian Process Dynamical Model
S. Deena, Shaobo Hou, Aphrodite Galata
2013IEEE transactions on multimedia10 citations
Semantic Scholar
Robust estimation of gaussian mixtures from noisy input data
Shaobo Hou, Aphrodite Galata
20082008 IEEE Conference on Computer Vision and Pattern Recognition10 citations
Semantic Scholar
Knowledge Representation for Reinforcement Learning using General Value Functions
Gheorghe Comanici, Doina Precup, A. Barreto, Daniel Toyama +5 more
20188 citations
Semantic Scholar
Transferring Task Goals via Hierarchical Reinforcement Learning
Saining Xie, Alexandre Galashov, Siqi Liu, Shaobo Hou +3 more
20186 citations
Semantic Scholar