| Evaluating the Fairness Impact of Differentially Private Synthetic Data | May 9, 2022 | Binary ClassificationFairness | —Unverified | 0 |
| Assigning Species Information to Corresponding Genes by a Sequence Labeling Framework | May 8, 2022 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data | May 6, 2022 | Binary ClassificationFederated Learning | CodeCode Available | 0 |
| Automated Imbalanced Classification via Layered Learning | May 5, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading | May 2, 2022 | Binary ClassificationImage Quality Assessment | —Unverified | 0 |
| Ensemble pruning via an integer programming approach with diversity constraints | May 2, 2022 | Binary ClassificationDiversity | —Unverified | 0 |
| Understanding CNNs from excitations | May 2, 2022 | Binary Classification | —Unverified | 0 |
| SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models | May 1, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Bias Mitigation in Machine Translation Quality Estimation | May 1, 2022 | Binary ClassificationMachine Translation | CodeCode Available | 0 |
| Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding | May 1, 2022 | Binary ClassificationDecoder | CodeCode Available | 0 |
| The Multimarginal Optimal Transport Formulation of Adversarial Multiclass Classification | Apr 27, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate | Apr 26, 2022 | Binary Classification | —Unverified | 0 |
| Data-driven prediction and control of extreme events in a chaotic flow | Apr 25, 2022 | Binary ClassificationTime Series Analysis | —Unverified | 0 |
| Smart App Attack: Hacking Deep Learning Models in Android Apps | Apr 23, 2022 | Adversarial AttackBinary Classification | CodeCode Available | 1 |
| Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model | Apr 22, 2022 | Binary ClassificationFederated Learning | —Unverified | 0 |
| SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding | Apr 21, 2022 | Binary ClassificationSentence | CodeCode Available | 1 |
| Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization | Apr 21, 2022 | Bilevel OptimizationBinary Classification | —Unverified | 0 |
| Inducing Gaussian Process Networks | Apr 21, 2022 | Binary ClassificationGaussian Processes | —Unverified | 0 |
| Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices | Apr 20, 2022 | Binary Classificationregression | —Unverified | 0 |
| Imbalanced Classification via a Tabular Translation GAN | Apr 19, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language | Apr 18, 2022 | Binary ClassificationData Augmentation | —Unverified | 0 |
| Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology | Apr 18, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition | Apr 15, 2022 | Binary ClassificationDiversity | —Unverified | 0 |
| MARF: Multiscale Adaptive-switch Random Forest for Leg Detection with 2D Laser Scanners | Apr 14, 2022 | Binary Classification | —Unverified | 0 |
| Generalization Error Bounds for Multiclass Sparse Linear Classifiers | Apr 13, 2022 | Binary Classificationfeature selection | —Unverified | 0 |
