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researcher

Bat-Sheva Einbinder

4 papers hereh-index 4126 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedTraining Uncertainty-Aware Classifiers with Conformalized Deep Learning

17 citations · 19 across the 4 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

1 paper · 2 filters

cs.LG2024

Semi-Supervised Risk Control via Prediction-Powered Inference

Bat-Sheva Einbinder, Liran Ringel, Yaniv Romano

The risk-controlling prediction sets (RCPS) framework is a general tool for transforming the output of any machine learning model to design a predictive rule with rigorous error ra…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.