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Regression

5,004 papers

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Papers

Learning Randomly Perturbed Structured Predictors for Direct Loss Minimization ICML 2021
Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models INTERSPEECH 2021
Asymptotic Normality and Confidence Intervals for Prediction Risk of the Min-Norm Least Squares Estimator ICML 2021
Beyond the Signs: Nonparametric Tensor Completion via Sign Series NIPS 2021
Multi-Dimensional Classification via Sparse Label Encoding ICML 2021
Towards the Prediction of the Vocal Tract Shape from the Sequence of Phonemes to be Articulated INTERSPEECH 2021
Learning from Censored and Dependent Data: The case of Linear Dynamics COLT 2021
PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP) ACL 2021
hub at SemEval-2021 Task 1: Fusion of Sentence and Word Frequency to Predict Lexical Complexity SEMEVAL 2021
Regularized ERM on random subspaces AISTATS 2021
SDD-FIQA: Unsupervised Face Image Quality Assessment With Similarity Distribution Distance CVPR 2021
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions NIPS 2021
NEAP-F: Network Epoch Accuracy Prediction Framework (Student Abstract) AAAI 2021
Gradient Descent in RKHS with Importance Labeling AISTATS 2021
Approximate Midpoint Policy Iteration for Linear Quadratic Control L4DC 2021
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge NIPS 2021
Reformulating Zero-shot Action Recognition for Multi-label Actions NIPS 2021
BigGreen at SemEval-2021 Task 1: Lexical Complexity Prediction with Assembly Models IJCNLP 2021
The Ridgelet Prior: A Covariance Function Approach to Prior Specification for Bayesian Neural Networks JMLR 2021
Sentence Complexity in Context NAACL 2021
Improved Shrinkage Prediction under a Spiked Covariance Structure JMLR 2021
Global and Quadratic Convergence of Newton Hard-Thresholding Pursuit JMLR 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense SEMEVAL 2021
Implicit Sparse Regularization: The Impact of Depth and Early Stopping NIPS 2021
DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks AISTATS 2021