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Regression

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Papers

YoungSheldon at SemEval-2021 Task 7: Fine-tuning Is All You Need ACL 2021
Team_KGP at SemEval-2021 Task 7: A Deep Neural System to Detect Humor and Offense with Their Ratings in the Text Data ACL 2021
Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense ACL 2021
CSECU-DSG at SemEval-2021 Task 7: Detecting and Rating Humor and Offense Employing Transformers ACL 2021
RedwoodNLP at SemEval-2021 Task 7: Ensembled Pretrained and Lightweight Models for Humor Detection ACL 2021
EndTimes at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with BERT and Ensembles ACL 2021
Encoder-decoder-based image transformation approach for integrating precipitation forecasts ACML 2021
SPDE-Net: Neural Network based prediction of stabilization parameter for SUPG technique ACML 2021
CTS2: Time Series Smoothing with Constrained Reinforcement Learning ACML 2021
Robust Regression for Monocular Depth Estimation ACML 2021
LassoNet: Neural Networks with Feature Sparsity AISTATS 2021
Simultaneously Reconciled Quantile Forecasting of Hierarchically Related Time Series AISTATS 2021
Online Forgetting Process for Linear Regression Models AISTATS 2021
Nonlinear Functional Output Regression: A Dictionary Approach AISTATS 2021
Online Sparse Reinforcement Learning AISTATS 2021
Adversarially Robust Estimate and Risk Analysis in Linear Regression AISTATS 2021
Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications AISTATS 2021
Kernel regression in high dimensions: Refined analysis beyond double descent AISTATS 2021
Learning Prediction Intervals for Regression: Generalization and Calibration AISTATS 2021
Multi-Fidelity High-Order Gaussian Processes for Physical Simulation AISTATS 2021
Parametric Programming Approach for More Powerful and General Lasso Selective Inference AISTATS 2021
Hadamard Wirtinger Flow for Sparse Phase Retrieval AISTATS 2021
Gaming Helps! Learning from Strategic Interactions in Natural Dynamics AISTATS 2021
Tractable contextual bandits beyond realizability AISTATS 2021
Efficient Statistics for Sparse Graphical Models from Truncated Samples AISTATS 2021