isotonic regression

LexMachina at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays SemEval 2026 VerbaNexAI at SemEval-2026 Task 5: Few-Shot Chain-of-Thought with Selective Self-Consistency and Isotonic Calibration for Word Sense Plausibility Rating SemEval 2026 Can a calibration metric be both testable and actionable? COLT 2025 Improving Multi-Class Calibration through Normalization-Aware Isotonic Techniques ICML 2025 Classifier Calibration with ROC-Regularized Isotonic Regression AISTATS 2024 Leveraging Uncertainty Estimates To Improve Classifier Performance ICLR 2024 OKRidge: Scalable Optimal k-Sparse Ridge Regression NeurIPS 2023 Private Isotonic Regression NeurIPS 2022 Isotonic Data Augmentation for Knowledge Distillation IJCAI 2021 Measuring the relative importance of full text sections for information retrieval from scientific literature. NAACL 2021 You Are the Best Reviewer of Your Own Papers: An Owner-Assisted Scoring Mechanism NeurIPS 2021 Multivariate Probability Calibration with Isotonic Bernstein Polynomials IJCAI 2020 Probability Calibration for Knowledge Graph Embedding Models ICLR 2020 Learning Neural Networks with Two Nonlinear Layers in Polynomial Time COLT 2019 Sparse High-Dimensional Isotonic Regression NeurIPS 2019 Tossing Coins Under Monotonicity AISTATS 2019 An Efficient Pruning Algorithm for Robust Isotonic Regression NeurIPS 2018 Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization NeurIPS 2018 Learning One Convolutional Layer with Overlapping Patches ICML 2018 Sparse Linear Isotonic Models AISTATS 2018 Probability Calibration Trees ACML 2017 Random Permutation Online Isotonic Regression NeurIPS 2017 Fast Active Set Methods for Online Spike Inference from Calcium Imaging NeurIPS 2016 Online Isotonic Regression COLT 2016 Complex Event Detection using Semantic Saliency and Nearly-Isotonic SVM ICML 2015