| 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 | 194 | 2019 |
| 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 | 154 | 2013 |
| 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 | 133 | 2010 |
| 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 | 53 | 2019 |
| 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 | 50 | 2017 |
| 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 | 49 | 2016 |
| 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 | 47 | 2016 |
| 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 | 44 | 2022 |
| Projected natural actor-critic PS Thomas, WC Dabney, S Giguere, S Mahadevan Advances in neural information processing systems 26, 2013 | 39 | 2013 |
| Ethics in health informatics KW Goodman Yearbook of medical informatics 29 (01), 026-031, 2020 | 35 | 2020 |
| Distributional depth-based estimation of object articulation models A Jain, S Giguere, R Lioutikov, S Niekum Conference on Robot Learning, 1611-1621, 2022 | 21 | 2022 |
| 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 | 18 | 2020 |
| 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 | 18 | 2017 |
| 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 | 15 | 2017 |
| 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 | 10 | 2013 |
| 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 | 6 | 2021 |
| 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 | 5 | 2015 |
| 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 | 4 | 2015 |
| 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 | 3 | 2021 |
| 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 | 3 | 2015 |
