Regression

Parity calibration UAI 2023 Partial-Label Regression AAAI 2023 Patch-Level Gaze Distribution Prediction for Gaze Following WACV 2023 PEANUT: Predicting and Navigating to Unseen Targets ICCV 2023 PerturbScore: Connecting Discrete and Continuous Perturbations in NLP EMNLP 2023 PFNs4BO: In-Context Learning for Bayesian Optimization ICML 2023 Physically-Plausible Illumination Distribution Estimation ICCV 2023 Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction AAAI 2023 PICT-CLRL at WASSA 2023 Empathy, Emotion and Personality Shared Task: Empathy and Distress Detection using Ensembles of Transformer Models ACL 2023 PLCMOS – A Data-driven Non-intrusive Metric for The Evaluation of Packet Loss Concealment Algorithms Interspeech 2023 “Plus/minus the learning rate”: Easy and Scalable Statistical Inference with SGD AISTATS 2023 Pointwise uncertainty quantification for sparse variational Gaussian process regression with a Brownian motion prior NeurIPS 2023 Policy-Adaptive Estimator Selection for Off-Policy Evaluation AAAI 2023 Posterior Consistency for Bayesian Relevance Vector Machines JMLR 2023 Posterior Contraction for Deep Gaussian Process Priors JMLR 2023 Practical privacy-preserving Gaussian process regression via secret sharing UAI 2023 Predicting a Protein's Stability under a Million Mutations NeurIPS 2023 Predicting Customer Satisfaction with Soft Labels for Ordinal Classification ACL 2023 Predicting Perceptual Centers Located at Vowel Onset in German Speech Using Long Short-Term Memory Networks Interspeech 2023 Predictive Inference with Feature Conformal Prediction ICLR 2023 Predictive Multiplicity in Probabilistic Classification AAAI 2023 Predict-then-Calibrate: A New Perspective of Robust Contextual LP NeurIPS 2023 Preference Learning Labels by Anchoring on Consecutive Annotations Interspeech 2023 Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression NeurIPS 2023 Prior Guided 3D Medical Image Landmark Localization MIDL 2023