Sivan Sabato
Publications by Year
Research Areas
Machine Learning and Algorithms, Machine Learning and Data Classification, Algorithms and Data Compression, Domain Adaptation and Few-Shot Learning, Imbalanced Data Classification Techniques
Most-Cited Works
- → DNA methylation of distal regulatory sites characterizes dysregulation of cancer genes(2013)364 cited
- → Learning and generalization with the information bottleneck(2010)171 cited
- Loss minimization and parameter estimation with heavy tails(2016)
- → Multiclass learnability and the ERM principle(2013)42 cited
- → Relational domains and the interpretation of reciprocals(2012)35 cited
- Heavy-tailed regression with a generalized median-of-means(2014)
- Analyzing system logs: a new view of what's important(2007)
- → Multi-Instance Learning with Any Hypothesis Class(2011)22 cited
- → BacPaCS—Bacterial Pathogenicity Classification via Sparse-SVM(2018)21 cited