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Stephen Giguere
Stephen Giguere
Verified email at cs.umass.edu
Title
Cited by
Cited by
Year
Preventing undesirable behavior of intelligent machines
PS Thomas, B Castro da Silva, AG Barto, S Giguere, Y Brun, E Brunskill
Science 366 (6468), 999-1004, 2019
1882019
Attribit: content creation with semantic attributes
S Chaudhuri, E Kalogerakis, S Giguere, T Funkhouser
Proceedings of the 26th annual ACM symposium on User interface software and …, 2013
1512013
Contextual slip and prediction of student performance after use of an intelligent tutor
RSJ Baker, AT Corbett, SM Gowda, AZ Wagner, BA MacLaren, ...
User Modeling, Adaptation, and Personalization: 18th International …, 2010
1342010
Offline contextual bandits with high probability fairness guarantees
B Metevier, S Giguere, S Brockman, A Kobren, Y Brun, E Brunskill, ...
Advances in neural information processing systems 32, 2019
502019
Matrix effects in quantitative analysis of laser-induced breakdown spectroscopy (LIBS) of rock powders doped with Cr, Mn, Ni, Zn, and Co
KH Lepore, CI Fassett, EA Breves, S Byrne, S Giguere, T Boucher, ...
Applied Spectroscopy 71 (4), 600-626, 2017
492017
Comparison of univariate and multivariate models for prediction of major and minor elements from laser-induced breakdown spectra with and without masking
MD Dyar, CI Fassett, S Giguere, K Lepore, S Byrne, T Boucher, CJ Carey, ...
Spectrochimica Acta Part B: Atomic Spectroscopy 123, 93-104, 2016
472016
Comparison of baseline removal methods for laser-induced breakdown spectroscopy of geological samples
MD Dyar, S Giguere, CJ Carey, T Boucher
Spectrochimica Acta Part B: Atomic Spectroscopy 126, 53-64, 2016
422016
Fairness guarantees under demographic shift
S Giguere, B Metevier, Y Brun, BC da Silva, PS Thomas, S Niekum
Proceedings of the 10th International Conference on Learning Representations …, 2022
412022
Projected natural actor-critic
PS Thomas, WC Dabney, S Giguere, S Mahadevan
Advances in neural information processing systems 26, 2013
392013
Ethics in health informatics
KW Goodman
Yearbook of medical informatics 29 (01), 026-031, 2020
302020
Distributional depth-based estimation of object articulation models
A Jain, S Giguere, R Lioutikov, S Niekum
Conference on Robot Learning, 1611-1621, 2022
192022
Fairkit, fairkit, on the wall, who's the fairest of them all? Supporting data scientists in training fair models
B Johnson, J Bartola, R Angell, K Keith, S Witty, SJ Giguere, Y Brun
arXiv preprint arXiv:2012.09951, 2020
172020
Web-based software for preprocessing, matching, fitting, prediction, and visualization of spectroscopic data: the data exploration, visualization, and analysis of spectra …
C Carey, MD Dyar, T Boucher, S Giguere
48th Annual Lunar and Planetary Science Conference, 1097, 2017
172017
A fully customized baseline removal framework for spectroscopic applications
S Giguere, T Boucher, CJ Carey, S Mahadevan, MD Dyar
Applied spectroscopy 71 (7), 1457-1470, 2017
142017
Basis adaptation for sparse nonlinear reinforcement learning
S Mahadevan, S Giguere, N Jacek
Proceedings of the AAAI Conference on Artificial Intelligence 27 (1), 654-660, 2013
102013
Sope: Spectrum of off-policy estimators
C Yuan, Y Chandak, S Giguere, PS Thomas, S Niekum
Advances in Neural Information Processing Systems 34, 18958-18969, 2021
62021
Baseline removal in raman spectroscopy: Optimization techniques
C Carey, MD Dyar, TF Boucher, S Giguere, CM Hoff, LB Breitenfeld, ...
46th Annual Lunar and Planetary Science Conference, 2464, 2015
52015
An optimization perspective on baseline removal for spectroscopy
S Giguere, CJ Carey, T Boucher, S Mahadevan, MD Dyar
Fifth IJCAI Workshop on AI in Space, 2015
42015
Aux-airl: End-to-end self-supervised reward learning for extrapolating beyond suboptimal demonstrations
Y Cui, B Liu, A Saran, S Giguere, P Stone, S Niekum
Proceedings of the ICML Workshop on Self-Supervised Learning for Reasoning …, 2021
32021
Automatic whole-spectrum matching
CJ Carey, T Boucher, S Giguere, S Mahadevan, MD Dyar
Int. Joint Conf. on AI Workshop on AI in Space, 2015
32015
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Articles 1–20