Robert C. Williamson
Orcid: 0000-0002-8862-1412Affiliations:
- Universitaet Tuebingen, Germany
According to our database1,
Robert C. Williamson
authored at least 139 papers
between 1990 and 2024.
Collaborative distances:
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Bibliography
2024
Four Facets of Forecast Felicity: Calibration, Predictiveness, Randomness and Regret.
CoRR, 2024
2023
Systems of Precision: Coherent Probabilities on Pre-Dynkin Systems and Coherent Previsions on Linear Subspaces.
Entropy, September, 2023
Trans. Mach. Learn. Res., 2023
A General Framework for Learning under Corruption: Label Noise, Attribute Noise, and Beyond.
CoRR, 2023
Insights From Insurance for Fair Machine Learning: Responsibility, Performativity and Aggregates.
CoRR, 2023
Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2023
Proceedings of the International Symposium on Imprecise Probability: Theories and Applications, 2023
Random Classification Noise does not defeat All Convex Potential Boosters Irrespective of Model Choice.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
2022
Fairness and Randomness in Machine Learning: Statistical Independence and Relativization.
CoRR, 2022
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
Adversarial Networks and Autoencoders: The Primal-Dual Relationship and Generalization Bounds.
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Conference on Fairness, Accountability and Transparency, 2018
2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
2016
2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of The 28th Conference on Learning Theory, 2015
Proceedings of The 28th Conference on Learning Theory, 2015
2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of The 27th Conference on Learning Theory, 2014
On the Consistency of Output Code Based Learning Algorithms for Multiclass Learning Problems.
Proceedings of The 27th Conference on Learning Theory, 2014
Proceedings of The 27th Conference on Learning Theory, 2014
2013
Proceedings of the Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik, 2013
2012
Proceedings of the Unsupervised and Transfer Learning, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
2011
Proceedings of the COLT 2011, 2011
2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
2008
IEEE Trans. Inf. Theory, 2008
2007
2006
Particle Filter Design Using Importance Sampling for Acoustic Source Localisation and Tracking in Reverberant Environments.
EURASIP J. Adv. Signal Process., 2006
2005
Proceedings of the Algorithmic Learning Theory, 16th International Conference, 2005
2004
2003
Particle filtering algorithms for tracking an acoustic source in a reverberant environment.
IEEE Trans. Speech Audio Process., 2003
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003
Proceedings of the Proceedings 2003 IEEE Information Theory Workshop, 2003
Experimental comparison of particle filtering algorithms for acoustic source localization in a reverberant room.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 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
Particle filter beamforming for acoustic source localization in a reverberant environment.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the Computational Learning Theory, 2002
Proceedings of the Algorithmic Learning Theory, 13th International Conference, 2002
2001
Generalization performance of regularization networks and support vector machines via entropy numbers of compact operators.
IEEE Trans. Inf. Theory, 2001
J. Mach. Learn. Res., 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001
Proceedings of the Microphone Arrays - Signal Processing Techniques and Applications, 2001
2000
IEEE Trans. Speech Audio Process., 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Entropy Numbers of Linear Function Classes.
Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000), June 28, 2000
1999
IEEE Trans. Autom. Control., 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Proceedings of the Computational Learning Theory, 4th European Conference, 1999
1998
IEEE Trans. Inf. Theory, 1998
IEEE Trans. Inf. Theory, 1998
On the Relationship Between Behavioural and Standard Methods for System Identification.
Autom., 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
IEEE Trans. Inf. Theory, 1997
Correction to 'Lower Bounds on the VC-Dimension of Smoothly Parametrized Function Classes'.
Neural Comput., 1997
Math. Control. Signals Syst., 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the Tenth Annual Conference on Computational Learning Theory, 1997
1996
IEEE Trans. Inf. Theory, 1996
IEEE Signal Process. Lett., 1996
The VC Dimension and Pseudodimension of Two-Layer Neural Networks with Discrete Inputs.
Neural Comput., 1996
J. Comput. Syst. Sci., 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the Ninth Annual Conference on Computational Learning Theory, 1996
1995
An efficient calculation of the moments of matched and mismatched hidden Markov models.
IEEE Trans. Signal Process., 1995
Characterization of threshold for single tone maximum likelihood frequency estimation.
IEEE Trans. Signal Process., 1995
IEEE Trans. Neural Networks, 1995
Neural Comput., 1995
Math. Control. Signals Syst., 1995
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
Proceedings of the Eigth Annual Conference on Computational Learning Theory, 1995
1994
Performance of the maximum likelihood constant frequency estimator for frequency tracking.
IEEE Trans. Signal Process., 1994
Conditional mean and maximum likelihood approaches to multiharmonic frequency estimation.
IEEE Trans. Signal Process., 1994
Signal Process., 1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
Proceedings of the Seventh Annual ACM Conference on Computational Learning Theory, 1994
1993
IEEE Trans. Signal Process., 1993
1992
IEEE Trans. Signal Process., 1992
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
1991
An extreme limit theorem for dependency bounds of normalized sums of random variables.
Inf. Sci., 1991
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
Proceedings of the 1991 International Conference on Acoustics, 1991
Proceedings of the Fourth Annual Workshop on Computational Learning Theory, 1991
1990
Probabilistic arithmetic. I. Numerical methods for calculating convolutions and dependency bounds.
Int. J. Approx. Reason., 1990
Proceedings of the Advances in Neural Information Processing Systems 3, 1990