nonlinear regression

Nonlinear function-on-function regression by RKHS JMLR 2026 Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations AAAI 2025 Nonlinear functional regression by functional deep neural network with kernel embedding JMLR 2025 Conditional Instrumental Variable Regression with Representation Learning for Causal Inference ICLR 2024 High-Dimensional Analysis for Generalized Nonlinear Regression: From Asymptotics to Algorithm AAAI 2024 Inference of nonlinear causal effects with application to TWAS with GWAS summary data CLeaR 2024 Learning Diffusions under Uncertainty AAAI 2024 Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context NeurIPS 2024 Scalable Higher-Order Tensor Product Spline Models AISTATS 2024 Anchor Data Augmentation NeurIPS 2023 Posterior Consistency for Bayesian Relevance Vector Machines JMLR 2023 ELO-SPHERES intelligibility prediction model for the Clarity Prediction Challenge 2022 Interspeech 2022 Fast Instrument Learning with Faster Rates NeurIPS 2022 Closing the BIG-LID: An Effective Local Intrinsic Dimensionality Defense for Nonlinear Regression Poisoning IJCAI 2021 katildakat at SemEval-2021 Task 1: Lexical Complexity Prediction of Single Words and Multi-Word Expressions in English SemEval 2021 Learning Deep Features in Instrumental Variable Regression ICLR 2021 Uncertainty-aware sensitivity analysis using Rényi divergences UAI 2021 Dual Instrumental Variable Regression NeurIPS 2020 Estimating Stochastic Linear Combination of Non-Linear Regressions AAAI 2020 Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection JMLR 2020 Lifting high-dimensional non-linear models with Gaussian regressors AISTATS 2019 Deep Regression Forests for Age Estimation CVPR 2018 Sparsity-Constrained Weight Mapping for Head-Related Transfer Functions Individualization from Anthropometric Features Interspeech 2018 Global SNR Estimation of Speech Signals for Unknown Noise Conditions Using Noise Adapted Non-Linear Regression Interspeech 2017 Soft-Margin Mixture of Regressions CVPR 2017