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Information theoretic clustering via divergence maximization among clusters.

, , , , , , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 624-634. PMLR, (2023)

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VQ-TR: Vector Quantized Attention for Time Series Forecasting., , , , , , and . ICLR, OpenReview.net, (2024)Information theoretic clustering via divergence maximization among clusters., , , , , , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 624-634. PMLR, (2023)Inference and sampling of point processes from diffusion excursions., , , , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 839-848. PMLR, (2023)Recurrent Interpolants for Probabilistic Time Series Prediction., , , , , and . CoRR, (2024)Lag-Llama: Towards Foundation Models for Time Series Forecasting., , , , , , , , , and 5 other author(s). CoRR, (2023)Short-term Temporal Dependency Detection under Heterogeneous Event Dynamic with Hawkes Processes., , , , , and . CoRR, (2023)In- or out-of-distribution detection via dual divergence estimation., , , , and . UAI, volume 216 of Proceedings of Machine Learning Research, page 635-646. PMLR, (2023)Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion., , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 2452-2470. PMLR, (2023)Deep Generative Sampling in the Dual Divergence Space: A Data-efficient & Interpretative Approach for Generative AI., , , , , , , , and . CoRR, (2024)S2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting., , , , , and . ICML, OpenReview.net, (2024)