Search Results for author: Liel Leman

Found 2 papers, 1 papers with code

Uncertainty Estimation based on Geometric Separation

no code implementations11 Jan 2023 Gabriella Chouraqui, Liron Cohen, Gil Einziger, Liel Leman

In machine learning, accurately predicting the probability that a specific input is correct is crucial for risk management.

Autonomous Driving Management

A Geometric Method for Improved Uncertainty Estimation in Real-time

1 code implementation23 Jun 2022 Gabriella Chouraqui, Liron Cohen, Gil Einziger, Liel Leman

Predicting the probability of a specific input to be correct is called uncertainty (or confidence) estimation and is crucial for risk management.

Management

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