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platt scaling

11 papers

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temperature scaling (4) probability calibration (4) calibration error (3) uncertainty quantification (3) neural network (2) histogram binning (2) isotonic regression (2) probability estimation (2) confidence calibration (2) credible interval (1)

Papers

Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies EMNLP 2025 Calibration techniques for node classification using graph neural networks on medical image data MIDL 2023 Online Platt Scaling with Calibeating ICML 2023 Platt-Bin: Efficient Posterior Calibrated Training for NLP Classifiers ACL 2022 Uncertainty Sets for Image Classifiers using Conformal Prediction ICLR 2021 Probability Calibration for Knowledge Graph Embedding Models ICLR 2020 Verified Uncertainty Calibration NeurIPS 2019 Accurate Uncertainties for Deep Learning Using Calibrated Regression ICML 2018 Trainable Calibration Measures for Neural Networks from Kernel Mean Embeddings ICML 2018 On Calibration of Modern Neural Networks ICML 2017 Probability Calibration Trees ACML 2017