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Thomas S. Stepleton
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2020 – today
- 2022
- [c12]Laura Weidinger, Jonathan Uesato, Maribeth Rauh, Conor Griffin, Po-Sen Huang, John Mellor, Amelia Glaese, Myra Cheng, Borja Balle, Atoosa Kasirzadeh
, Courtney Biles, Sasha Brown, Zac Kenton, Will Hawkins, Tom Stepleton, Abeba Birhane, Lisa Anne Hendricks, Laura Rimell, William Isaac, Julia Haas, Sean Legassick, Geoffrey Irving, Iason Gabriel:
Taxonomy of Risks posed by Language Models. FAccT 2022: 214-229 - 2021
- [c11]Thomas Mesnard, Theophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade, Anna Harutyunyan, Will Dabney, Thomas S. Stepleton, Nicolas Heess, Arthur Guez, Eric Moulines, Marcus Hutter, Lars Buesing, Rémi Munos:
Counterfactual Credit Assignment in Model-Free Reinforcement Learning. ICML 2021: 7654-7664 - [i6]Laura Weidinger, John Mellor, Maribeth Rauh, Conor Griffin, Jonathan Uesato, Po-Sen Huang, Myra Cheng, Mia Glaese, Borja Balle, Atoosa Kasirzadeh, Zac Kenton, Sasha Brown, Will Hawkins, Tom Stepleton, Courtney Biles, Abeba Birhane, Julia Haas, Laura Rimell, Lisa Anne Hendricks, William Isaac, Sean Legassick, Geoffrey Irving, Iason Gabriel:
Ethical and social risks of harm from Language Models. CoRR abs/2112.04359 (2021) - 2020
- [c10]Silvia Chiappa, Ray Jiang, Tom Stepleton, Aldo Pacchiano, Heinrich Jiang, John Aslanides:
A General Approach to Fairness with Optimal Transport. AAAI 2020: 3633-3640 - [i5]Thomas Mesnard, Théophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade, Anna Harutyunyan, Will Dabney, Tom Stepleton, Nicolas Heess, Arthur Guez, Marcus Hutter, Lars Buesing, Rémi Munos:
Counterfactual Credit Assignment in Model-Free Reinforcement Learning. CoRR abs/2011.09464 (2020)
2010 – 2019
- 2019
- [c9]Ray Jiang, Aldo Pacchiano, Tom Stepleton, Heinrich Jiang, Silvia Chiappa:
Wasserstein Fair Classification. UAI 2019: 862-872 - [i4]Ray Jiang, Aldo Pacchiano, Tom Stepleton, Heinrich Jiang, Silvia Chiappa:
Wasserstein Fair Classification. CoRR abs/1907.12059 (2019) - 2018
- [i3]Thomas S. Stepleton, Razvan Pascanu, Will Dabney, Siddhant M. Jayakumar, Hubert Soyer, Rémi Munos:
Low-pass Recurrent Neural Networks - A memory architecture for longer-term correlation discovery. CoRR abs/1805.04955 (2018) - 2016
- [c8]Anna Harutyunyan, Marc G. Bellemare, Tom Stepleton, Rémi Munos:
Q(λ) with Off-Policy Corrections. ALT 2016: 305-320 - [c7]Rémi Munos, Tom Stepleton, Anna Harutyunyan, Marc G. Bellemare:
Safe and Efficient Off-Policy Reinforcement Learning. NIPS 2016: 1046-1054 - [i2]Anna Harutyunyan, Marc G. Bellemare, Tom Stepleton, Rémi Munos:
Q($λ$) with Off-Policy Corrections. CoRR abs/1602.04951 (2016) - [i1]Rémi Munos, Tom Stepleton, Anna Harutyunyan, Marc G. Bellemare:
Safe and Efficient Off-Policy Reinforcement Learning. CoRR abs/1606.02647 (2016)
2000 – 2009
- 2009
- [j2]Nidhi Kalra, Tom Lauwers, Daniel Dewey, Thomas S. Stepleton, M. Bernardine Dias:
Design of a braille writing tutor to combat illiteracy. Inf. Syst. Frontiers 11(2): 117-128 (2009) - [c6]Thomas S. Stepleton, Zoubin Ghahramani, Geoffrey J. Gordon, Tai Sing Lee:
The Block Diagonal Infinite Hidden Markov Model. AISTATS 2009: 552-559 - 2008
- [c5]Andrew N. Stein, Thomas S. Stepleton, Martial Hebert:
Towards unsupervised whole-object segmentation: Combining automated matting with boundary detection. CVPR 2008 - 2007
- [c4]Nidhi Kalra, Tom Lauwers, Daniel Dewey, Thomas S. Stepleton, M. Bernardine Dias:
Iterative design of a Braille writing tutor to combat illiteracy. ICTD 2007: 1-9 - 2005
- [c3]Thomas S. Stepleton:
Predicting and Evaluating the Power of Shared Features. CVPR Workshops 2005: 39 - [c2]Thomas S. Stepleton, Tai Sing Lee:
Using Co-Occurrence and Segmentation to Learn Feature-Based Object Models from Video. WACV/MOTION 2005: 129-134 - 2003
- [j1]Bruce A. Maxwell, Nathaniel Fairfield, Nikolas Johnson, Pukar Malla, Paul Dickson, Suor Kim, Stephanie Wojtkowski, Thomas S. Stepleton:
A real-time vision module for interactive perceptual agents. Mach. Vis. Appl. 14(1): 72-82 (2003) - 2002
- [c1]Thomas S. Stepleton:
Work-Augmented Laziness with the Los Task Request System. LISA 2002: 1-12
Coauthor Index
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