Saharon Rosset
Orcid: 0000-0002-4458-9545
According to our database1,
Saharon Rosset
authored at least 79 papers
between 1998 and 2024.
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Bibliography
2024
Integrating Random Effects in Variational Autoencoders for Dimensionality Reduction of Correlated Data.
CoRR, 2024
2023
Mixed Semi-Supervised Generalized-Linear-Regression with applications to Deep learning.
CoRR, 2023
2022
2021
Using Random Effects to Account for High-Cardinality Categorical Features and Repeated Measures in Deep Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Innovation Representation of Stochastic Processes With Application to Causal Inference.
IEEE Trans. Inf. Theory, 2020
Semi-Supervised Empirical Risk Minimization: When can unlabeled data improve prediction.
CoRR, 2020
2019
Maximum Likelihood for Gaussian Process Classification and Generalized Linear Mixed Models under Case-Control Sampling.
J. Mach. Learn. Res., 2019
Rescaling and other forms of unsupervised preprocessing introduce bias into cross-validation.
CoRR, 2019
2018
IEEE Trans. Signal Process., 2018
Using Stochastic Approximation Techniques to Efficiently Construct Confidence Intervals for Heritability.
J. Comput. Biol., 2018
Tensor Composition Analysis Detects Cell-Type Specific Associations in Epigenetic Studies.
Proceedings of the Research in Computational Molecular Biology, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
2017
IEEE Trans. Inf. Theory, 2017
Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance.
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Association testing of bisulfite-sequencing methylation data via a Laplace approximation.
Bioinform., 2017
2016
IEEE Trans. Inf. Theory, 2016
Isotonic Modeling with Non-Differentiable Loss Functions with Application to Lasso Regularization.
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the 2016 Data Compression Conference, 2016
2015
Universal Compression of Memoryless Sources over Large Alphabets via Independent Component Analysis.
Proceedings of the 2015 Data Compression Conference, 2015
2014
J. Comput. Sci. Technol., 2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
2013
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
2012
ACM Trans. Knowl. Discov. Data, 2012
Weighted pooling - practical and cost-effective techniques for pooled high-throughput sequencing.
Bioinform., 2012
Proceedings of the Research in Computational Molecular Biology, 2012
Exclusive Row Biclustering for Gene Expression Using a Combinatorial Auction Approach.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
2011
The Quality Preserving Database: A Computational Framework for Encouraging Collaboration, Enhancing Power and Controlling False Discovery.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
Accurate estimation of heritability in genome wide studies using random effects models.
Bioinform., 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
2010
Data Min. Knowl. Discov., 2010
Maximum likelihood estimation of locus-specific mutation rates in Y-chromosome short tandem repeats.
Bioinform., 2010
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 Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
J. Mach. Learn. Res., 2009
Grouped graphical Granger modeling for gene expression regulatory networks discovery.
Bioinform., 2009
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
2007
SIGKDD Explor., 2007
IBM Syst. J., 2007
Bioinform., 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2007
Proceedings of the Learning Theory, 20th Annual Conference on Learning Theory, 2007
2006
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
Proceedings of the Research in Computational Molecular Biology, 2006
A new multi-view regression approach with an application to customer wallet estimation.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the Feature Extraction - Foundations and Applications, 2006
2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Proceedings of the Machine Learning, 2005
2004
J. Mach. Learn. Res., 2004
J. Mach. Learn. Res., 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 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 Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Proceedings of the Document Recognition and Retrieval X, 2003
2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002
2001
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001
2000
SIGKDD Explor., 2000
1999
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999
1998
Ranking - Methods for Flexible Evaluation and Efficient Comparison of Classification Performance.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998