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Regression

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Papers

Learning to Count via Unbalanced Optimal Transport AAAI 2021
Revisiting Deep Learning Models for Tabular Data NIPS 2021
cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora IJCNLP 2021
SPDE-Net: Neural Network based prediction of stabilization parameter for SUPG technique ACML 2021
DUTH at SemEval-2021 Task 7: Is Conventional Machine Learning for Humorous and Offensive Tasks enough in 2021? SEMEVAL 2021
Distribution-free inference for regression: discrete, continuous, and in between NIPS 2021
Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models MLHC 2021
cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora SEMEVAL 2021
Funnel Deep Complex U-Net for Phase-Aware Speech Enhancement INTERSPEECH 2021
Jump-Starting Item Parameters for Adaptive Language Tests EMNLP 2021
CS-UM6P at SemEval-2021 Task 1: A Deep Learning Model-based Pre-trained Transformer Encoder for Lexical Complexity IJCNLP 2021
Test-time Collective Prediction NIPS 2021
OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction ACL 2021
TorontoCL at CMCL 2021 Shared Task: RoBERTa with Multi-Stage Fine-Tuning for Eye-Tracking Prediction NAACL 2021
Lattice partition recovery with dyadic CART NIPS 2021
KPC: Learning-Based Model Predictive Control with Deterministic Guarantees L4DC 2021
Stochastic Process Regression for Cross-Cultural Speech Emotion Recognition INTERSPEECH 2021
YoungSheldon at SemEval-2021 Task 7: Fine-tuning Is All You Need ACL 2021
The Sample Complexity of Meta Sparse Regression AISTATS 2021
Query complexity of least absolute deviation regression via robust uniform convergence COLT 2021
Reduced-Rank Regression with Operator Norm Error COLT 2021
Nonlinear state-space identification using deep encoder networks L4DC 2021
Uncertainty-aware sensitivity analysis using Rényi divergences UAI 2021
Raw Nav-merge Seismic Data to Subsurface Properties with MLP based Multi-Modal Information Unscrambler NIPS 2021
DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach IJCNLP 2021