Regression

Tilted Sparse Additive Models ICML 2023 To Impute or not to Impute? Missing Data in Treatment Effect Estimation AISTATS 2023 Towards a Unified Analysis of Kernel-based Methods Under Covariate Shift NeurIPS 2023 Towards Data-Algorithm Dependent Generalization: a Case Study on Overparameterized Linear Regression NeurIPS 2023 Towards Effective Long-Form QA with Evidence Augmentation EMNLP 2023 Trafformer: Unify Time and Space in Traffic Prediction AAAI 2023 Transfer Learning with Affine Model Transformation NeurIPS 2023 TransRP: Transformer-based PET/CT feature extraction incorporating clinical data for recurrence-free survival prediction in oropharyngeal cancer MIDL 2023 TRIAGE: Characterizing and auditing training data for improved regression NeurIPS 2023 Trustworthy Residual Vehicle Value Prediction for Auto Finance AAAI 2023 Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias ICML 2023 Unifying local and global model explanations by functional decomposition of low dimensional structures AISTATS 2023 Unveiling the Power of Self-Attention for Shipping Cost Prediction: The Rate Card Transformer ACML 2023 USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution UAI 2023 Utterance Emotion Dynamics in Children’s Poems: Emotional Changes Across Age ACL 2023 Validation of a Task-Independent Cepstral Peak Prominence Measure with Voice Activity Detection Interspeech 2023 Variational Gaussian Processes with Decoupled Conditionals NeurIPS 2023 Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing NeurIPS 2023 VaRT: Variational Regression Trees NeurIPS 2023 Wasserstein Distributional Learning via Majorization-Minimization AISTATS 2023 Weakly Supervised Regression with Interval Targets ICML 2023 What are differences? Comparing DNN and Human by Their Performance and Characteristics in Speaker Age Estimation Interspeech 2023 What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization ACL 2023 ​​What learning algorithm is in-context learning? Investigations with linear models ICLR 2023 Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models NeurIPS 2023