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Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook., , , , , , , , , и 5 other автор(ы). CoRR, (2023)Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes., , , , , и . AAAI, стр. 9543-9551. AAAI Press, (2023)SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies., , , , , , , , , и 2 other автор(ы). CoRR, (2023)Deep Optimal Timing Strategies for Time Series., , , , , , , , и . CoRR, (2023)Continuous Invariance Learning., , , , , , , , , и 1 other автор(ы). CoRR, (2023)Unit Ball Model for Hierarchical Embeddings in Complex Hyperbolic Space., , , , и . CoRR, (2021)Memory Augmented State Space Model for Time Series Forecasting., , , , , , , , , и . IJCAI, стр. 3451-3457. ijcai.org, (2022)Learning Large-scale Universal User Representation with Sparse Mixture of Experts., , , , , и . CoRR, (2022)End-to-End Modeling of Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow-based Reconciliation., , , , , и . ICDM (Workshops), стр. 1087-1094. IEEE, (2022)LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs., , , , , , , , , и 3 other автор(ы). AAAI, стр. 19189-19196. AAAI Press, (2024)