| Conformal Transformation of Kernels: A Geometric Perspective on Text Classification | Jun 1, 2024 | Binary Classificationtext-classification | —Unverified | 0 |
| Aligning Multiclass Neural Network Classifier Criterion with Task Performance via F_β-Score | May 31, 2024 | Binary Classification | —Unverified | 0 |
| Threshold-Independent Fair Matching through Score Calibration | May 30, 2024 | Binary ClassificationFairness | CodeCode Available | 0 |
| Video-Language Critic: Transferable Reward Functions for Language-Conditioned Robotics | May 30, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 0 |
| Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning | May 28, 2024 | Active LearningBinary Classification | —Unverified | 0 |
| Classifying Overlapping Gaussian Mixtures in High Dimensions: From Optimal Classifiers to Neural Nets | May 28, 2024 | Binary Classification | CodeCode Available | 0 |
| Glauber Generative Model: Discrete Diffusion Models via Binary Classification | May 27, 2024 | Binary ClassificationDenoising | —Unverified | 0 |
| Exploring the Performance of Continuous-Time Dynamic Link Prediction Algorithms | May 27, 2024 | Binary ClassificationDynamic Link Prediction | CodeCode Available | 0 |
| Competing for pixels: a self-play algorithm for weakly-supervised segmentation | May 26, 2024 | Binary ClassificationImage Segmentation | CodeCode Available | 0 |
| A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts | May 26, 2024 | Binary ClassificationMixture-of-Experts | —Unverified | 0 |
| Smoothed Online Classification can be Harder than Batch Classification | May 24, 2024 | Binary ClassificationClassification | —Unverified | 0 |
| Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making | May 24, 2024 | Binary ClassificationDecision Making | —Unverified | 0 |
| Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal? | May 23, 2024 | Binary ClassificationMulti-class Classification | —Unverified | 0 |
| High-dimensional Learning with Noisy Labels | May 23, 2024 | Binary ClassificationLearning with noisy labels | —Unverified | 0 |
| Retrieval-Augmented Mining of Temporal Logic Specifications from Data | May 23, 2024 | Bayesian OptimizationBinary Classification | —Unverified | 0 |
| AnyLoss: Transforming Classification Metrics into Loss Functions | May 23, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language Models | May 21, 2024 | Binary ClassificationFew-Shot Learning | —Unverified | 0 |
| A Multi-Modal Explainability Approach for Human-Aware Robots in Multi-Party Conversation | May 20, 2024 | Activity RecognitionBinary Classification | —Unverified | 0 |
| Inverse Design of Metal-Organic Frameworks Using Quantum Natural Language Processing | May 20, 2024 | Binary ClassificationMulti-class Classification | CodeCode Available | 0 |
| A Three-Phase Analysis of Synergistic Effects During Co-pyrolysis of Algae and Wood for Biochar Yield Using Machine Learning | May 20, 2024 | Binary Classification | —Unverified | 0 |
| Online Mental Stress Detection Using Frontal-channel EEG Recordings in a Classroom Scenario | May 18, 2024 | Binary ClassificationEEG | —Unverified | 0 |
| Solving the enigma: Deriving optimal explanations of deep networks | May 16, 2024 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Evaluating Algorithmic Bias in Models for Predicting Academic Performance of Filipino Students | May 16, 2024 | Binary ClassificationManagement | CodeCode Available | 0 |
| SpecDETR: A Transformer-based Hyperspectral Point Object Detection Network | May 16, 2024 | Binary ClassificationDecoder | CodeCode Available | 2 |
| Detecting Continuous Integration Skip : A Reinforcement Learning-based Approach | May 15, 2024 | Binary ClassificationDeep Reinforcement Learning | —Unverified | 0 |
