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Frederic Branchaud-Charron's picture
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Frederic Branchaud-Charron

Dref360
pierrci's profile picture laloadrianmorales's profile picture sunkripto's profile picture
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https://dref360.github.io/
  • Dref360

AI & ML interests

Bayesian deep learning, uncertainty estimation, and trustworthiness.

Organizations

Glowstick AI's profile picture Blog-explorers's profile picture

authored 5 papers about 1 year ago

Azimuth: Systematic Error Analysis for Text Classification

Paper โ€ข 2212.08216 โ€ข Published Dec 16, 2022

Can Active Learning Preemptively Mitigate Fairness Issues?

Paper โ€ข 2104.06879 โ€ข Published Apr 14, 2021

Spectral Metric for Dataset Complexity Assessment

Paper โ€ข 1905.07299 โ€ข Published May 17, 2019

Bayesian active learning for production, a systematic study and a reusable library

Paper โ€ข 2006.09916 โ€ข Published Jun 17, 2020 โ€ข 1

Stochastic Batch Acquisition: A Simple Baseline for Deep Active Learning

Paper โ€ข 2106.12059 โ€ข Published Jun 22, 2021
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