Christoph Bergmeir

Adjunct Senior Research Fellow, Monash University

Senior Research Fellow, Universidad de Granada

Joined

February 2019

Names

Christoph Bergmeir

Emails

****@decsai.ugr.es (Confirmed)

****@monash.edu (Confirmed)

****@ugr.es (Confirmed)

Personal Links

Career & Education History

Adjunct Senior Research Fellow

Monash University (monash.edu)

Present

Senior Research Fellow

Universidad de Granada (ugr.es)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

time series forecasting

Present

Publications

Unveiling the Potential of Text in High-Dimensional Time Series Forecasting
Xin Zhou, Weiqing Wang, SHILIN QU, Zhiqiang Zhang, Christoph Bergmeir
- NeurIPS 2024 TSALM Workshop
- Readers: Everyone
Probabilistic Causal Effect Estimation With Global Neural Network Forecasting Models
Priscila Grecov, Ankitha Nandipura Prasanna, Klaus Ackermann, Sam Campbell, Deborah A. Scott, Dan I. Lubman, Christoph Bergmeir
- IEEE Trans. Neural Networks Learn. Syst. 2024
- Readers: Everyone
Predict. Optimize. Revise. On Forecast and Policy Stability in Energy Management Systems
Evgenii Genov, Julian Ruddick, Christoph Bergmeir, Majid Vafaeipour, Thierry Coosemans, Salvador Garcia, Maarten Messagie
- CoRR 2024
- Readers: Everyone
DeepHGNN: Study of Graph Neural Network based Forecasting Methods for Hierarchically Related Multivariate Time Series
Abishek Sriramulu, Nicolas Fourrier, Christoph Bergmeir
- CoRR 2024
- Readers: Everyone
Fast Gibbs sampling for the local and global trend Bayesian exponential smoothing model
Xueying Long, Daniel F. Schmidt, Christoph Bergmeir, Slawek Smyl
- CoRR 2024
- Readers: Everyone
Deep Active Audio Feature Learning in Resource-Constrained Environments
Md Mohaimenuzzaman, Christoph Bergmeir, Bernd Meyer
- IEEE ACM Trans. Audio Speech Lang. Process. 2024
- Readers: Everyone
Scalable Transformer for High Dimensional Multivariate Time Series Forecasting
Xin Zhou, Weiqing Wang, Wray L. Buntine, Shilin Qu, Abishek Sriramulu, Weicong Tan, Christoph Bergmeir
- CoRR 2024
- Readers: Everyone
Context Neural Networks: A Scalable Multivariate Model for Time Series Forecasting
Abishek Sriramulu, Christoph Bergmeir, Slawek Smyl
- CoRR 2024
- Readers: Everyone
Creating a Cooperative AI Policymaking Platform through Open Source Collaboration
Aiden Lewington, Alekhya Vittalam, Anshumaan Singh, Anuja Uppuluri, Arjun Ashok, Ashrith Mandayam Athmaram, Austin Milt, Benjamin Smith, Charlie Weinberger, Chatanya Sarin, Christoph Bergmeir, Cliff Chang, Daivik Patel, Daniel Li, David Bell, Defu Cao, Donghwa Shin, Edward Kang, Edwin Zhang, Enhui Li et al. (31 additional authors not shown)
- CoRR 2024
- Readers: Everyone

View all 99 publications

Co-Authors

View all 247 co-authors