Stephen Giguere

According to our database, Stephen Giguere authored at least 11 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automated Discovery of Functional Actual Causes in Complex Environments.

Caleb Chuck, Sankaran Vaidyanathan, Stephen Giguere, Amy Zhang, David Jensen, Scott Niekum

CoRR, 2024

2022

Fairness Guarantees under Demographic Shift.

Stephen Giguere, Blossom Metevier, Bruno Castro da Silva, Yuriy Brun, Philip S. Thomas, Scott Niekum

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

SOPE: Spectrum of Off-Policy Estimators.

Christina J. Yuan, Yash Chandak, Stephen Giguere, Philip S. Thomas, Scott Niekum

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Distributional Depth-Based Estimation of Object Articulation Models.

Ajinkya Jain, Stephen Giguere, Rudolf Lioutikov, Scott Niekum

Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

2020

Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair Models.

Brittany Johnson, Jesse Bartola, Rico Angell, Katherine A. Keith, Sam Witty, Stephen J. Giguere, Yuriy Brun

CoRR, 2020

2019

Offline Contextual Bandits with High Probability Fairness Guarantees.

Blossom Metevier, Stephen Giguere, Sarah Brockman, Ari Kobren, Yuriy Brun, Emma Brunskill, Philip S. Thomas

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2017

A Manifold Approach to Learning Mutually Orthogonal Subspaces.

Stephen Giguere, Francisco Garcia, Sridhar Mahadevan

CoRR, 2017

2014

Proximal Reinforcement Learning: A New Theory of Sequential Decision Making in Primal-Dual Spaces.

Sridhar Mahadevan, Bo Liu, Philip S. Thomas, William Dabney, Stephen Giguere, Nicholas Jacek, Ian Gemp, Ji Liu

CoRR, 2014

2013

Attribit: content creation with semantic attributes.

Siddhartha Chaudhuri, Evangelos Kalogerakis, Stephen Giguere, Thomas A. Funkhouser

Proceedings of the 26th Annual ACM Symposium on User Interface Software and Technology, 2013

Projected Natural Actor-Critic.

Philip S. Thomas, William Dabney, Stephen Giguere, Sridhar Mahadevan

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Basis Adaptation for Sparse Nonlinear Reinforcement Learning.

Sridhar Mahadevan, Stephen Giguere, Nicholas Jacek

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013