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| Position: Empowering Time Series Reasoning with Multimodal LLMs | Feb 3, 2025 | Decision MakingMultimodal Reasoning | —Unverified | 0 |
| Forecasting VIX using interpretable Kolmogorov-Arnold networks | Feb 3, 2025 | Kolmogorov-Arnold NetworksTime Series | —Unverified | 0 |
| Error-quantified Conformal Inference for Time Series | Feb 2, 2025 | PredictionTime Series | CodeCode Available | 1 |
| Sundial: A Family of Highly Capable Time Series Foundation Models | Feb 2, 2025 | Representation LearningTime Series | CodeCode Available | 4 |
| Using Causality for Enhanced Prediction of Web Traffic Time Series | Feb 2, 2025 | Anomaly DetectionFraud Detection | —Unverified | 0 |
| TrojanTime: Backdoor Attacks on Time Series Classification | Feb 2, 2025 | ClassificationData Poisoning | —Unverified | 0 |
| Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data | Feb 2, 2025 | Data AugmentationKnowledge Distillation | —Unverified | 0 |
| Learning to Fuse Temporal Proximity Networks: A Case Study in Chimpanzee Social Interactions | Feb 1, 2025 | Time Series | —Unverified | 0 |
| Examining the Impact of Income Inequality and Gender on School Completion in Malaysia: A Machine Learning Approach Utilizing Malaysia's Public Sector Open Data | Jan 31, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
