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Causal Inference Using Global Forecasting Models for Counterfactual Prediction.

P. Grecov, K. Bandara, C. Bergmeir, K. Ackermann, S. Campbell, D. Scott, and D. Lubman. PAKDD (2), volume 12713 of Lecture Notes in Computer Science, page 282-294. Springer, (2021)

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Philipp Bergmeir

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A note on the validity of cross-validation for evaluating autoregressive time series prediction.C. Bergmeir, R. Hyndman, and B. Koo. Comput. Stat. Data Anal., (2018)A Strong Baseline for Weekly Time Series Forecasting.R. Godahewa, C. Bergmeir, G. Webb, and P. Montero-Manso. CoRR, (2020)On the usefulness of cross-validation for directional forecast evaluation.C. Bergmeir, M. Costantini, and J. Benítez. Comput. Stat. Data Anal., (2014)Pruning vs XNOR-Net: A Comprehensive Study of Deep Learning for Audio Classification on Edge-Devices.M. Mohaimenuzzaman, C. Bergmeir, and B. Meyer. IEEE Access, (2022)A Generative Deep Learning Framework Across Time Series to Optimize the Energy Consumption of Air Conditioning Systems.R. Godahewa, C. Deng, A. Prouzeau, and C. Bergmeir. IEEE Access, (2022)Self-labeling techniques for semi-supervised time series classification: an empirical study.M. Castellanos, C. Bergmeir, I. Triguero, Y. Rodríguez, and J. Benítez. Knowl. Inf. Syst., 55 (2): 493-528 (2018)On Forecast Stability.R. Godahewa, C. Bergmeir, Z. Baz, C. Zhu, Z. Song, S. García, and D. Benavides. CoRR, (2023)SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting.R. Godahewa, G. Webb, D. Schmidt, and C. Bergmeir. CoRR, (2022)Forecasting Across Time Series Databases using Long Short-Term Memory Networks on Groups of Similar Series.K. Bandara, C. Bergmeir, and S. Smyl. CoRR, (2017)Smooth Perturbations for Time Series Adversarial Attacks.G. Pialla, H. Fawaz, M. Devanne, J. Weber, L. Idoumghar, P. Muller, C. Bergmeir, D. Schmidt, G. Webb, and G. Forestier. PAKDD (1), volume 13280 of Lecture Notes in Computer Science, page 485-496. Springer, (2022)

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Disambiguation of "Bergmeir, Christoph"

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Causal Inference Using Global Forecasting Models for Counterfactual Prediction.

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Philipp Bergmeir

Christoph Müller

Christoph Eggert

Christoph Thiermann

Christoph Eibl

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Disambiguation

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Disambiguation of "Bergmeir, Christoph"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Causal Inference Using Global Forecasting Models for Counterfactual Prediction.

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Philipp Bergmeir

Christoph Müller

Christoph Eggert

Christoph Thiermann

Christoph Eibl

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Disambiguation

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Causal Inference Using Global Forecasting Models for Counterfactual Prediction.