Regression

Deep Regression Representation Learning with Topology ICML 2024 Density-Regression: Efficient and Distance-aware Deep Regressor for Uncertainty Estimation under Distribution Shifts AISTATS 2024 Design of a Data-driven Intervention Dashboard for SDG Localization IJCAI 2024 DiffAR: Denoising Diffusion Autoregressive Model for Raw Speech Waveform Generation ICLR 2024 Differentially private methods for managing model uncertainty in linear regression JMLR 2024 Differentially Private Post-Processing for Fair Regression ICML 2024 Difficult for Whom? A Study of Japanese Lexical Complexity EMNLP 2024 Distributed Estimation on Semi-Supervised Generalized Linear Model JMLR 2024 Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support Recovery ICML 2024 Distributed Least Squares in Small Space via Sketching and Bias Reduction NeurIPS 2024 Distributionally Robust Data Valuation ICML 2024 Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation NeurIPS 2024 DNSMOS Pro: A Reduced-Size DNN for Probabilistic MOS of Speech Interspeech 2024 DOFEN: Deep Oblivious Forest ENsemble NeurIPS 2024 Do we EXPECT TO find phonetic traces for syntactic traces? Interspeech 2024 DR-Label: Label Deconstruction and Reconstruction of GNN Models for Catalysis Systems AAAI 2024 Dropout Regularization Versus l2-Penalization in the Linear Model JMLR 2024 EasyTPP: Towards Open Benchmarking Temporal Point Processes ICLR 2024 Efficient Convex Algorithms for Universal Kernel Learning JMLR 2024 Efficient Policy Evaluation Across Multiple Different Experimental Datasets NeurIPS 2024 ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer NeurIPS 2024 ELiRF-VRAIN at BioLaySumm: Boosting Lay Summarization Systems Performance with Ranking Models ACL 2024 EM for Mixture of Linear Regression with Clustered Data AISTATS 2024 Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods IJCAI 2024 Energy-Efficient Gaussian Processes Using Low-Precision Arithmetic ICML 2024