Fabian L. Wauthier

According to our database, Fabian L. Wauthier authored at least 8 papers between 2010 and 2015.

Collaborative distances:

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

2015

A Greedy Homotopy Method for Regression with Nonconvex Constraints.

Fabian L. Wauthier, Peter Donnelly

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2013

Learning from Subsampled Data: Active and Randomized Strategies.

Fabian L. Wauthier

PhD thesis, 2013

A Comparative Framework for Preconditioned Lasso Algorithms.

Fabian L. Wauthier, Nebojsa Jojic, Michael I. Jordan

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

Efficient Ranking from Pairwise Comparisons.

Fabian L. Wauthier, Michael I. Jordan, Nebojsa Jojic

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Active spectral clustering via iterative uncertainty reduction.

Fabian L. Wauthier, Nebojsa Jojic, Michael I. Jordan

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011

Nonparametric Combinatorial Sequence Models.

Fabian L. Wauthier, Michael I. Jordan, Nebojsa Jojic

J. Comput. Biol., 2011

Bayesian Bias Mitigation for Crowdsourcing.

Fabian L. Wauthier, Michael I. Jordan

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

2010

Heavy-Tailed Process Priors for Selective Shrinkage.

Fabian L. Wauthier, Michael I. Jordan

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