| Trimmed Maximum Likelihood Estimation for Robust Learning in Generalized Linear Models | Jun 9, 2022 | regression | —Unverified | 0 |
| On Hypothesis Transfer Learning of Functional Linear Models | Jun 9, 2022 | regressionTransfer Learning | —Unverified | 0 |
| Benchmarking Bayesian neural networks and evaluation metrics for regression tasks | Jun 8, 2022 | BenchmarkingOpen-Ended Question Answering | —Unverified | 0 |
| TreeFlow: Going beyond Tree-based Gaussian Probabilistic Regression | Jun 8, 2022 | regression | —Unverified | 0 |
| Theoretical Error Performance Analysis for Variational Quantum Circuit Based Functional Regression | Jun 8, 2022 | Dimensionality Reductionregression | CodeCode Available | 0 |
| On gradient descent training under data augmentation with on-line noisy copies | Jun 8, 2022 | Data Augmentationregression | —Unverified | 0 |
| Fast Kernel Methods for Generic Lipschitz Losses via p-Sparsified Sketches | Jun 8, 2022 | quantile regressionregression | CodeCode Available | 0 |
| How Far I'll Go: Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression | Jun 7, 2022 | regressionreinforcement-learning | CodeCode Available | 1 |
| Certifying Data-Bias Robustness in Linear Regression | Jun 7, 2022 | regression | —Unverified | 0 |
| How does overparametrization affect performance on minority groups? | Jun 7, 2022 | regression | CodeCode Available | 0 |
| Decentralized Online Regularized Learning Over Random Time-Varying Graphs | Jun 7, 2022 | regression | —Unverified | 0 |
| Deep Learning-based Finite Element Analysis (FEA) surrogate for sub-sea pressure vessel | Jun 6, 2022 | regression | —Unverified | 0 |
| OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression | Jun 6, 2022 | Aesthetics Quality AssessmentAge Estimation | CodeCode Available | 1 |
| DeeprETA: An ETA Post-processing System at Scale | Jun 5, 2022 | regression | —Unverified | 0 |
| MetaNOR: A Meta-Learnt Nonlocal Operator Regression Approach for Metamaterial Modeling | Jun 4, 2022 | regressionTransfer Learning | —Unverified | 0 |
| Learning "best" kernels from data in Gaussian process regression. With application to aerodynamics | Jun 3, 2022 | regression | —Unverified | 0 |
| Uncertainty Estimation in Machine Learning | Jun 3, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| MCD: Marginal Contrastive Discrimination for conditional density estimation | Jun 3, 2022 | Binary ClassificationDensity Estimation | —Unverified | 0 |
| Distributional loss for convolutional neural network regression and application to GNSS multi-path estimation | Jun 3, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Learning Disentangled Representations for Counterfactual Regression via Mutual Information Minimization | Jun 2, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Sparse Mixed Linear Regression with Guarantees: Taming an Intractable Problem with Invex Relaxation | Jun 2, 2022 | regression | —Unverified | 0 |
| xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery | Jun 2, 2022 | Decision Making Under UncertaintyHoldout Set | CodeCode Available | 1 |
| CHILLAX - at Arabic Hate Speech 2022: A Hybrid Machine Learning and Transformers based Model to Detect Arabic Offensive and Hate Speech | Jun 1, 2022 | Hybrid Machine LearningLanguage Modeling | —Unverified | 0 |
| Baseline English and Maltese-English Classification Models for Subjectivity Detection, Sentiment Analysis, Emotion Analysis, Sarcasm Detection, and Irony Detection | Jun 1, 2022 | ClassificationEmotion Recognition | —Unverified | 0 |
| Multi-word Lexical Units Recognition in WordNet | Jun 1, 2022 | Allregression | —Unverified | 0 |
