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Regression

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Papers

Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression AISTATS 2022
On Low-rank Trace Regression under General Sampling Distribution JMLR 2022
Non-intrusive Speech Quality Assessment with a Multi-Task Learning based Subband Adaptive Attention Temporal Convolutional Neural Network INTERSPEECH 2022
Chernoff Sampling for Active Testing and Extension to Active Regression AISTATS 2022
Comparing emotion feature extraction approaches for predicting depression and anxiety NAACL 2022
RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests ICML 2022
Learning Proposals for Practical Energy-Based Regression AISTATS 2022
Forecasting the Number of Tenants At-Risk of Formal Eviction: A Machine Learning Approach to Inform Public Policy IJCAI 2022
HW-TSC at SemEval-2022 Task 7: Ensemble Model Based on Pretrained Models for Identifying Plausible Clarifications SEMEVAL 2022
Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations JMLR 2022
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation NIPS 2022
ScaleNet: A Shallow Architecture for Scale Estimation CVPR 2022
OversampledML at SemEval-2022 Task 8: When multilingual news similarity met Zero-shot approaches NAACL 2022
Chunk Dynamic Updating for Group Lasso with ODEs AAAI 2022
ValueNet: A New Dataset for Human Value Driven Dialogue System AAAI 2022
The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation? NIPS 2022
Scalable Interpretability via Polynomials NIPS 2022
New Insights for the Multivariate Square-Root Lasso JMLR 2022
Which One Is More Toxic? Findings from Jigsaw Rate Severity of Toxic Comments COLING 2022
DANets: Deep Abstract Networks for Tabular Data Classification and Regression AAAI 2022
A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction NIPS 2022
Generalized Sparse Additive Models JMLR 2022
Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional Autoencoder MIDL 2022
A Smart Trader for Portfolio Management based on Normalizing Flows IJCAI 2022
Sparse Mixed Linear Regression with Guarantees: Taming an Intractable Problem with Invex Relaxation ICML 2022