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Conference: DataPerf 2022 (DataPerf 2022 Workshop: Benchmarking Data for Data-Centric AI)

This page shows all presentations from this conference published in EasyChair Smart Slide.

FORML: Learning to Reweight Data for Fairness

FORML: Learning to Reweight Data for Fairness

Bobby Yan, Skyler Seto and Nicholas Apostoloff

Infinite Recommendation Networks: a Data-Centric Approach

Infinite Recommendation Networks: a Data-Centric Approach

Noveen Sachdeva, Mehak Preet Dhaliwal, Carole-Jean Wu and Julian McAuley

An Operational Metrics Framework for ML Data

An Operational Metrics Framework for ML Data

Anoop Sinha, Gunveer Gujral, Liz Jenkins and Nicolas Scheffer

Learning from Training Dynamics: Identifying Mislabeled Data Beyond Manually Designed Features

Learning from Training Dynamics: Identifying Mislabeled Data Beyond Manually Designed Features

Qingrui Jia, Xuhong Li, Lei Yu, Penghao Zhao, Jiang Bian, Shupeng Li, Haoyi Xiong and Dejing Dou

Presentations in this collection: 4
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