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Shayan Jawed
Shayan Jawed
Ph.D. Student, University of Hildesheim
Verified email at ismll.de - Homepage
Title
Cited by
Cited by
Year
Self-supervised learning for semi-supervised time series classification
S Jawed, J Grabocka, L Schmidt-Thieme
Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020
402020
MultiRec: A multi-relational approach for unique item recommendation in auction systems
A Rashed, S Jawed, L Schmidt-Thieme, A Hintsches
Proceedings of the 14th ACM Conference on Recommender Systems, 230-239, 2020
112020
Data-driven vehicle trajectory forecasting
S Jawed, E Boumaiza, J Grabocka, L Schmidt-Thieme
arXiv preprint arXiv:1902.05400, 2019
62019
A Deep Multi-task Approach for Residual Value Forecasting
A Rashed, S Jawed, J Rehberg, J Grabocka, L Schmidt-Thieme, ...
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020
42020
Multi-step forecasting via multi-task learning
S Jawed, A Rashed, L Schmidt-Thieme
2019 IEEE International Conference on Big Data (Big Data), 790-799, 2019
42019
Multi-task learning curve forecasting across hyperparameter configurations and datasets
S Jawed, H Jomaa, L Schmidt-Thieme, J Grabocka
Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021
22021
Optimal topology search for fast model averaging in decentralized parallel SGD
M Jameel, S Jawed, L Schmidt-Thieme
Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020
22020
AI and Data-Driven Mobility at Volkswagen Financial Services AG
S Jawed, A Rashed, K Madhusudhanan, S Elsayed, M Jameel, A Volk, ...
arXiv preprint arXiv:2202.04411, 2022
12022
FQFormer: A Fully Quantile Transformer for Time Series Forecasting
S Jawed, L Schmidt-Thieme
8th SIGKDD International Workshop on Mining and Learning from Time Series …, 2022
12022
GQFormer: A Multi-Quantile Generative Transformer for Time Series Forecasting
S Jawed, L Schmidt-Thieme
2022 IEEE International Conference on Big Data (Big Data), 992-1001, 2022
2022
Auxiliary Quantile Forecasting with Linear Networks
S Jawed, L Schmidt-Thieme
arXiv preprint arXiv:2212.02578, 2022
2022
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Articles 1–11