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Feedback Coding for Active Learning.

, , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 1468-1476. PMLR, (2021)

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A Decision-driven Methodology for Designing Uncertainty-aware AI Self-Assessment., , , , and . CoRR, (2024)Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 1454-1471. PMLR, (2023)Feedback Coding for Active Learning., , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 1468-1476. PMLR, (2021)Active Ordinal Querying for Tuplewise Similarity Learning., , and . AAAI, page 3332-3340. AAAI Press, (2020)One for All: Simultaneous Metric and Preference Learning over Multiple Users., , , and . NeurIPS, (2022)Active Embedding Search via Noisy Paired Comparisons., , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 902-911. PMLR, (2019)The Picasso Algorithm for Bayesian Localization Via Paired Comparisons in a Union of Subspaces Model., , , , , , and . ICASSP, page 3462-3466. IEEE, (2020)Variational Autoencoder with Learned Latent Structure., , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 2359-2367. PMLR, (2021)Generative causal explanations of black-box classifiers., , , , and . NeurIPS, (2020)Interactive Object Segmentation with Noisy Binary Inputs., , , and . GlobalSIP, page 405-409. IEEE, (2018)