conftrace_

probabilistic label

9 papers

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Co-occurring keywords

weak supervision (290) latent variable model (564) labeling function (18) class balance (2) calibrated prediction (7) fuzzy set (6) label estimation (4) data programming (21) label model (5) programmatic weak supervision (7)

Papers

A Label is Worth A Thousand Images in Dataset Distillation NIPS 2024

Firebolt: Weak Supervision Under Weaker Assumptions AISTATS 2022

Understanding Programmatic Weak Supervision via Source-aware Influence Function NIPS 2022

DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples NIPS 2021

End-to-End Weak Supervision NIPS 2021

Sample efficient learning of image-based diagnostic classifiers via probabilistic labels AISTATS 2021

Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods ICML 2020

Multi-Resolution Weak Supervision for Sequential Data NIPS 2019

Multimodal Visual Concept Learning With Weakly Supervised Techniques CVPR 2018