Saharon Rosset

Professor, Tel Aviv University

Joined

July 2019

Names

Saharon Rosset

Emails

****@tauex.tau.ac.il (Confirmed)

Personal Links

Career & Education History

Professor

Tel Aviv University (tau.ac.il)

2017 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Improving Multi-Class Calibration through Normalization-Aware Isotonic Techniques
Alon Arad, Saharon Rosset
- ICML 2025 poster
- Readers: Everyone
Cross Validation for Correlated Data in Classification Models
Oren Yuval, Saharon Rosset
- AISTATS 2025 Poster
- Readers: Everyone
Flexible Copula-Based Mixed Models in Deep Learning: A Scalable Approach to Arbitrary Marginals
Giora Simchoni, Saharon Rosset
- AISTATS 2025 Poster
- Readers: Everyone
Using Random Effects to Account for High-Cardinality Categorical Features and Repeated Measures in Deep Neural Networks
Giora Simchoni, Saharon Rosset
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
The Everlasting Database: Statistical Validity at a Fair Price
Blake E. Woodworth, Vitaly Feldman, Saharon Rosset, Nati Srebro
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance.
Amichai Painsky, Saharon Rosset
- 2017 (modified: 10 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell.2017
- Readers: Everyone
Isotonic Modeling with Non-Differentiable Loss Functions with Application to Lasso Regularization.
Amichai Painsky, Saharon Rosset
- 2016 (modified: 09 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell.2016
- Readers: Everyone
Leakage in data mining: formulation, detection, and avoidance
Shachar Kaufman, Saharon Rosset, Claudia Perlich
- 2011 (modified: 12 Nov 2022)
- KDD 2011
- Readers: Everyone
Decomposing Isotonic Regression for Efficiently Solving Large Problems
Ronny Luss, Saharon Rosset, Moni Shahar
- 2010 (modified: 11 Nov 2022)
- NIPS 2010
- Readers: Everyone
Grouped graphical Granger modeling methods for temporal causal modeling
Aurelie C. Lozano, Naoki Abe, Yan Liu, Saharon Rosset
- 2009 (modified: 02 Mar 2020)
- KDD 2009
- Readers: Everyone

View all 28 publications

Co-Authors

View all 34 co-authors