Clayton Scott
Affiliations:- University of Michigan, Ann Arbor, USA
According to our database1,
Clayton Scott
authored at least 88 papers
between 2000 and 2024.
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Bibliography
2024
CoRR, 2024
2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023
2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Consistent Estimation of Identifiable Nonparametric Mixture Models from Grouped Observations.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Conference on Learning Theory, 2020
2019
Learning from Multiple Corrupted Sources, with Application to Learning from Label Proportions.
CoRR, 2019
Proceedings of the IEEE Data Science Workshop, 2019
Proceedings of the Algorithmic Learning Theory, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
IEEE Trans. Medical Imaging, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
2016
On the consistency of inversion-free parameter estimation for Gaussian random fields.
J. Multivar. Anal., 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
2015
A Rate of Convergence for Mixture Proportion Estimation, with Application to Learning from Noisy Labels.
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
Disease prediction based on functional connectomes using a scalable and spatially-informed support vector machine.
NeuroImage, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Distributed effects of methylphenidate on the network structure of the resting brain: A connectomic pattern classification analysis.
NeuroImage, 2013
CoRR, 2013
Proceedings of the COLT 2013, 2013
2012
IEEE Trans. Inf. Theory, 2012
Proceedings of the Unsupervised and Transfer Learning, 2012
EM algorithms for multivariate Gaussian mixture models with truncated and censored data.
Comput. Stat. Data Anal., 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
2011
Asymptotic Source Detection Performance of Gamma-Ray Imaging Systems Under Model Mismatch.
IEEE Trans. Signal Process., 2011
Active Diagnosis under Persistent Noise with Unknown Noise Distribution: A Rank-Based Approach.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Active Diagnosis via AUC Maximization: An Efficient Approach for Multiple Fault Identification in Large Scale, Noisy Networks.
Proceedings of the UAI 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Surrogate losses and regret bounds for cost-sensitive classification with example-dependent costs.
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
2010
IEEE Trans. Signal Process., 2010
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Extensions of Generalized Binary Search to Group Identification and Exponential Costs.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
CoRR, 2009
2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 21st Annual Conference on Learning Theory, 2008
2007
IEEE Trans. Signal Process., 2007
IEEE Trans. Inf. Theory, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
IEEE Trans. Inf. Theory, 2006
IEEE Trans. Image Process., 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
2004
IEEE Trans. Signal Process., 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
2000
Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000