Regression

WKU_NLP at SemEval-2023 Task 9: Translation Augmented Multilingual Tweet Intimacy Analysis SemEval 2023 You Are What You Read: Inferring Personality From Consumed Textual Content ACL 2023 Zeroth-order Optimization with Weak Dimension Dependency COLT 2023 Zhegu at SemEval-2023 Task 9: Exponential Penalty Mean Squared Loss for Multilingual Tweet Intimacy Analysis SemEval 2023 abess: A Fast Best-Subset Selection Library in Python and R JMLR 2022 A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds AISTATS 2022 Accelerated Projected Gradient Algorithms for Sparsity Constrained Optimization Problems NeurIPS 2022 Accelerated SGD for Non-Strongly-Convex Least Squares COLT 2022 Acceleration in Distributed Sparse Regression NeurIPS 2022 A Completely Tuning-Free and Robust Approach to Sparse Precision Matrix Estimation ICML 2022 A composable machine-learning approach for steady-state simulations on high-resolution grids NeurIPS 2022 Active Nearest Neighbor Regression Through Delaunay Refinement ICML 2022 AdaCat: Adaptive categorical discretization for autoregressive models UAI 2022 Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets AISTATS 2022 Adaptive Greedy Algorithm for Moderately Large Dimensions in Kernel Conditional Density Estimation JMLR 2022 Adaptively Partitioning Max-Affine Estimators for Convex Regression AISTATS 2022 Additive Gaussian Processes Revisited ICML 2022 Additive Nonlinear Quantile Regression in Ultra-high Dimension JMLR 2022 Advantage of Deep Neural Networks for Estimating Functions with Singularity on Hypersurfaces JMLR 2022 Adversarial Bi-Regressor Network for Domain Adaptive Regression IJCAI 2022 A Generalized Weighted Optimization Method for Computational Learning and Inversion ICLR 2022 aiML at the FinNLP-2022 ERAI Task: Combining Classification and Regression Tasks for Financial Opinion Mining EMNLP 2022 AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions NeurIPS 2022 A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions AAAI 2022 A Model for the Prediction of Lifetime Profit Estimate of Dairy Cattle (Student Abstract) AAAI 2022