Regression

End-to-end Symbolic Regression with Transformers NeurIPS 2022 Enhancing Automatic Readability Assessment with Pre-training and Soft Labels for Ordinal Regression EMNLP 2022 Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal EMNLP 2022 ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework CVPR 2022 Estimating Functionals of the Out-of-Sample Error Distribution in High-Dimensional Ridge Regression AISTATS 2022 Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing ICML 2022 Estimation of speaker age and height from speech signal using bi-encoder transformer mixture model Interspeech 2022 Event-Aware Multimodal Mobility Nowcasting AAAI 2022 EV-GAN: Simulation of extreme events with ReLU neural networks JMLR 2022 Exploring Multi-task Learning Based Gender Recognition and Age Estimation for Class-imbalanced Data Interspeech 2022 Exposure Normalization and Compensation for Multiple-Exposure Correction CVPR 2022 Failure and success of the spectral bias prediction for Laplace Kernel Ridge Regression: the case of low-dimensional data ICML 2022 Fair Generalized Linear Models with a Convex Penalty ICML 2022 Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model AAAI 2022 Fast Composite Optimization and Statistical Recovery in Federated Learning ICML 2022 Faster Algorithms for Learning Convex Functions ICML 2022 FasterRisk: Fast and Accurate Interpretable Risk Scores NeurIPS 2022 Fast Instrument Learning with Faster Rates NeurIPS 2022 Fast Light-Weight Near-Field Photometric Stereo CVPR 2022 Fast rates for noisy interpolation require rethinking the effect of inductive bias ICML 2022 Fast Stagewise Sparse Factor Regression JMLR 2022 Feature Learning in L_2-regularized DNNs: Attraction/Repulsion and Sparsity NeurIPS 2022 Federated Functional Gradient Boosting AISTATS 2022 Finite Sample Analysis Of Dynamic Regression Parameter Learning NeurIPS 2022 Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension ICML 2022