Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting | Paper Citation Record

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This paper cites Scaling Learning Algorithms Towards.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Scaling Learning Algorithms Towards

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting and Osindero, Simon and Teh, Yee Whye , journal =

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2016 , publisher=

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This paper cites 2022 , eprint=.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2022 , eprint=

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This paper cites Energies , volume=.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Energies , volume=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2012 , publisher=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Unresolved cited work

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 1956 , publisher=

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This paper cites IEEE Transactions on Intelligent Transportation Systems , volume=.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting IEEE Transactions on Intelligent Transportation Systems , volume=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Journal of Electrical Systems and Information Technology , year=

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This paper cites and Adewumi, Adewumi O.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting and Adewumi, Adewumi O

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting De Gruyter , year=

Reference 12

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2020 , url=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2023 , url=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 1986 , publisher=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2000 , publisher=

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This paper cites Advances in neural information processing systems , volume=.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Advances in neural information processing systems , volume=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2024 , eprint=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2018 , eprint=

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This paper cites Recurrent Neural Networks for Time Series Forecasting: Current status and future directions , volume=.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Recurrent Neural Networks for Time Series Forecasting: Current status and future directions , volume=

Reference 20

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2023 , eprint=

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This paper cites 2023 , eprint=.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2023 , eprint=

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This paper cites Chiarot, C.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Chiarot, C

Reference 23

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2023 , eprint=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Long-Term Time Series Forecasting With Multilinear Trend Fuzzy Information Granules for LSTM in a Periodic Framework , year=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting IEEE Transactions on Fuzzy Systems , volume=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting IEEE Transactions on Fuzzy Systems , year=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting IEEE Transactions on Fuzzy Systems , volume=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting IEEE Transactions on Fuzzy Systems , year=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting IEEE transactions on fuzzy systems , volume=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2023 , eprint=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks , volume=

Reference 32

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting ICLR , year=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting

Reference 34

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting International Conference on Learning Representations , year =

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting International Conference on Learning Representations , year=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Autoformer: Decomposition Transformers with

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting NeurIPS , year=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting AAAI , year=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting NeurIPS , year=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Advances in Neural Information Processing Systems , volume=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Filter-enhanced MLP is All You Need for Sequential Recommendation , url=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2022 , eprint=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2020 , eprint=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2021 , eprint=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting NeurIPS , year=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Kingma and Jimmy Ba , title =

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Long-term Forecasting with TiDE: Time-series Dense Encoder

Reference 50

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting NeurIPS , year=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors

Reference 52

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting , author=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting and Schafer, Ronald W

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting , title =

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Signals and

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2020 , publisher=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 1979 , publisher=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Deep learning

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting , year =

Reference 62

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Observation c1d55c25-adee-4341-b647-fd977d2b2aca · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 1997 , publisher=

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Observation 62d3439f-0e44-4566-bfb2-f3b3def0f578 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2004 , publisher=

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Observation a69fdedf-7744-49de-9dbd-0882c776a72c · outbound

This paper cites 2015 , publisher=.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2015 , publisher=

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Observation 12f6057f-fc39-45b3-81c6-a158f4de73fe · outbound

This paper cites 1982 , publisher=.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 1982 , publisher=

Reference 66

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Observation 5a2d2d1f-eadf-495e-936f-a1b80c300ca3 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting IEEE Transactions on Knowledge and Data Engineering , volume=

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Observation ac070485-9196-4cc9-b0a3-75a7cd00a153 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Journal of forecasting , volume=

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Observation e109f2ff-bdea-4bb7-ad16-68114466e40b · outbound

This paper cites Fourier Neural Operator for Parametric Partial Differential Equations.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Fourier Neural Operator for Parametric Partial Differential Equations

Reference 69

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Observation b850bb0e-0e61-467c-8698-11e27c8f56e5 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting The Journal of Machine Learning Research , author =

Reference 70

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Observation 21a508de-1199-44a0-beec-98911a1f8be2 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Management science , volume=

Reference 71

Resolution: unresolved; no resolver link, observed 2026-06-27T14:07:11.942435Z

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Observation f5331255-4ac5-4b47-8787-c4d6847a47d6 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Representation Learning via Invariant Causal Mechanisms

Reference 72

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Observation 5a2e7dfe-aa8e-4e5b-b259-b013b65c8890 · outbound

This paper cites Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs?.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs?

Reference 73

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Observation 32754838-dd6f-4690-ac4f-bb9eec2715c4 · outbound

This paper cites Proceedings of the 32nd ACM International Conference on Information and Knowledge Management , pages =.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Proceedings of the 32nd ACM International Conference on Information and Knowledge Management , pages =

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-06-27T14:10:58.013945Z

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Observation 87d6f067-8cd5-4e9f-be4c-167d4a021ab6 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , year=

Reference 75

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Observation ef4a7882-a987-4145-af26-5b56bd0c686b · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Infomaxformer: Maximum Entropy Transformer for Long Time-Series Forecasting Problem

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:07:37.204517Z

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Observation 6b22e70d-0124-4b24-a74e-de7755b8ed42 · outbound

This paper cites Proceedings of the 31st ACM International Conference on Multimedia , pages =.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Proceedings of the 31st ACM International Conference on Multimedia , pages =

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-06-27T14:10:57.992844Z

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Observation 16f0b49b-b1ae-4e97-9772-7efecfe71b5a · outbound

This paper cites 2024 , url=.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2024 , url=

Reference 78

Resolution: unresolved; no resolver link, observed 2026-06-27T14:07:11.942435Z

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Observation 63e5231f-4ac4-4e96-8809-46450f565bf1 · outbound

This paper cites an unresolved cited work.

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Reference 79

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting The Twelfth International Conference on Learning Representations , year=

Reference 80

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Observation 85b394a2-baac-4410-a4d7-a6a67e2712c5 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Kim and S

Reference 81

Resolution: verified exact; arxiv_id, observed 2026-06-27T14:10:57.979077Z

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Observation f7408637-871b-4b64-ae1e-a34209531e4c · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting EXPERT SYSTEMS WITH APPLICATIONS , Year =

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-06-27T14:10:58.009705Z

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Observation 9a149843-65a4-4418-9008-c15f6306ae1a · outbound

This paper cites arXiv preprint arXiv:2404.10337 (2024).

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting arXiv preprint arXiv:2404.10337 (2024)

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:07:37.210189Z

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Observation a70b9331-6d22-4260-a45a-3891eccad5c5 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Proceedings of the 31st ACM International Conference on Multimedia , pages=

Reference 84

Resolution: unresolved; no resolver link, observed 2026-06-27T14:07:11.942435Z

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Observation 8397339e-24c4-4679-9775-40de231e3e1b · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2024 , eprint=

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Resolution: unresolved; no resolver link, observed 2026-06-27T14:07:11.942435Z

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Observation a22f820d-d6d7-4e6e-bf89-b96ed4d5f2bb · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting ArXiv , year=

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Observation 7367ae57-f7ce-4216-ac0f-88fbbbcb18c5 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting and Rubin, Donald B

Reference 87

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Observation c50e4d2a-1091-4cd1-a842-5147807f5dca · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Causal Hidden Markov Model for Time Series Disease Forecasting , year=

Reference 88

Resolution: unresolved; no resolver link, observed 2026-06-27T14:07:11.942435Z

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Observation b036e8e9-252e-4900-b4db-128238e2a2b7 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2024 , eprint=

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Observation 7a9346a8-d940-4b24-bc9f-7e0dcfb55d3d · outbound

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Reference 90

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2025 , eprint=

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Thirty-seventh Conference on Neural Information Processing Systems , year=

Reference 92

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Proceedings of the 38th International Conference on Machine Learning , pages =

Reference 93

Resolution: unresolved; no resolver link, observed 2026-06-27T14:07:11.942435Z

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Observation 9aab533c-5f03-45fa-b449-cc893c4b0f29 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Time series causal relationships discovery through feature importance and ensemble models , volume =

Reference 94

Resolution: unresolved; no resolver link, observed 2026-06-27T14:07:11.942435Z

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Observation 28daab97-ce69-45dc-a446-69a0c587542a · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2011 , publisher=

Reference 95

Resolution: unresolved; no resolver link, observed 2026-06-27T14:07:11.942435Z

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting , year =

Reference 96

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2009 , publisher =

Reference 97

Resolution: unresolved; no resolver link, observed 2026-06-27T14:07:11.942435Z

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting 2018 , publisher =

Reference 98

Resolution: unresolved; no resolver link, observed 2026-06-27T14:07:11.942435Z

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Unavailable: canonical work link unavailable.

Observation adf44f99-8168-4ed7-b7ef-2b1d5a03c509 · outbound

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Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Generalization

Reference 99

Resolution: verified exact; doi, observed 2026-06-27T14:10:58.011455Z

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Observation 6f68f76c-d038-4232-9256-acd11082d349 · outbound

This paper cites Investigating Causal Relations by Econometric Models and Cross-spectral Methods.

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting Investigating Causal Relations by Econometric Models and Cross-spectral Methods

Reference 100

Resolution: verified exact; doi, observed 2026-06-27T14:10:58.021696Z

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Coverage vector

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Outbound references

Pith citing papers