Sivan Sabato

Identifiers

• name variant Sivan Sabato 0.60 · backfill

Papers (19)

1. Fast Single-Class Classification and the Principle of Logit Separation stat.ML · 2017 · author #2
2. Nearest-Neighbor Sample Compression: Efficiency, Consistency, Infinite Dimensions cs.LG · 2017 · author #2
3. Selecting with History cs.DS · 2017 · author #2
4. Tunable Sensitivity to Large Errors in Neural Network Training stat.ML · 2016 · author #2
5. Active Nearest-Neighbor Learning in Metric Spaces cs.LG · 2016 · author #2
6. Submodular Learning and Covering with Response-Dependent Costs cs.LG · 2016 · author #1
7. Interactive algorithms: from pool to stream stat.ML · 2016 · author #1
8. Active Regression by Stratification stat.ML · 2014 · author #1
9. Multiclass learnability and the ERM principle cs.LG · 2013 · author #2
10. Loss minimization and parameter estimation with heavy tails cs.LG · 2013 · author #2
11. Auditing: Active Learning with Outcome-Dependent Query Costs cs.LG · 2013 · author #1
12. Feature Multi-Selection among Subjective Features cs.LG · 2013 · author #1
13. Learning Sparse Low-Threshold Linear Classifiers stat.ML · 2012 · author #1
14. Efficient Active Learning of Halfspaces: an Aggressive Approach cs.LG · 2012 · author #2
15. Multiclass Learning Approaches: A Theoretical Comparison with Implications cs.LG · 2012 · author #2
16. Distribution-Dependent Sample Complexity of Large Margin Learning stat.ML · 2012 · author #1
17. Active Learning of Halfspaces under a Margin Assumption cs.LG · 2011 · author #2
18. Multi-Instance Learning with Any Hypothesis Class cs.LG · 2011 · author #1
19. Tight Sample Complexity of Large-Margin Learning cs.LG · 2010 · author #1

Mentions

• 1308.2893 #2 · backfill · confidence 0.70 Sivan Sabato
• 1307.1827 #2 · backfill · confidence 0.70 Sivan Sabato
• 1306.2347 #1 · backfill · confidence 0.70 Sivan Sabato
• 1302.4297 #1 · backfill · confidence 0.70 Sivan Sabato
• 1212.3276 #1 · backfill · confidence 0.70 Sivan Sabato
• 1208.3561 #2 · backfill · confidence 0.70 Sivan Sabato
• 1205.6432 #2 · backfill · confidence 0.70 Sivan Sabato
• 1204.1276 #1 · backfill · confidence 0.70 Sivan Sabato
• 1112.1556 #2 · backfill · confidence 0.70 Sivan Sabato
• 1107.2021 #1 · backfill · confidence 0.70 Sivan Sabato
• 1011.5053 #1 · backfill · confidence 0.70 Sivan Sabato

Frequent Coauthors

• Nathan Srebro 4 shared papers
• Shai Shalev-Shwartz 4 shared papers
• Naftali Tishby 3 shared papers
• Alon Gonen 2 shared papers
• Amit Daniely 2 shared papers
• Aryeh Kontorovich 2 shared papers
• Bj\"orn Schuller 2 shared papers
• Daniel Hsu 2 shared papers
• Gil Keren 2 shared papers
• Tom Hess 2 shared papers
• Adam Kalai 1 shared papers
• Anand D. Sarwate 1 shared papers
• Remi Munos 1 shared papers
• Roi Weiss 1 shared papers
• Ruth Urner 1 shared papers
• Shai Ben-David 1 shared papers
• Shai Shalev Shwartz 1 shared papers
• Tong Zhang 1 shared papers