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Statistical and Machine-Learning Forecasting

19 related papers are currently indexed.

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Statistical and Machine-Learning Forecasting19 records

Title · Authors · Year · Venue · Source-verified abstract

PAPER RECORDABSTRACT VERIFIED

GP-VAE: Deep Probabilistic Time Series Imputation

Vincent Fortuin · Dmitry Baranchuk · Gunnar Ratsch · Stephan Mandt

Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics

RECORD NOTE

A 2020 paper published in Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

PAPER RECORDABSTRACT VERIFIED

Graph WaveNet for Deep Spatial-Temporal Graph Modeling

Zonghan Wu · Shirui Pan · Guodong Long · Jing Jiang · Chengqi Zhang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence

RECORD NOTE

A 2019 paper published in Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

PAPER RECORDABSTRACT VERIFIED

InterDiff: Synthesizing Financial Time Series with Inter-Stock Correlations via Classifier-Free Guided Diffusion

Hou-Wan Long · Zhoufei Tang · Jianhui Zhang · Zhuoyang Zhan · Tao Lu · Xiaoquan Michael Zhang

Joint European Conference on Machine Learning and Knowledge Discovery in Databases

RECORD NOTE

A 2025 paper published in Joint European Conference on Machine Learning and Knowledge Discovery in Databases. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

PAPER RECORDABSTRACT VERIFIED

Long Short-Term Memory

Sepp Hochreiter · Jurgen Schmidhuber

Neural Computation

RECORD NOTE

A 1997 paper published in Neural Computation. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

PAPER RECORDINDEXED ABSTRACT COPY

Temporal and heterogeneous graph neural network for financial time series prediction

Sheng Xiang · Dawei Cheng · Chencheng Shang · Ying Zhang · Yuqi Liang

Proceedings of the 31st ACM international conference on information & knowledge management

RECORD NOTE

A 2022 paper published in Proceedings of the 31st ACM international conference on information & knowledge management. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

PAPER RECORDNO SOURCE ABSTRACT

Time series analysis

James D Hamilton

Princeton university press

RECORD NOTE

A 2020 paper published in Princeton university press. Open the full record for the source-verified abstract, bibliographic metadata, and original source.