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cs.LG2020

Conditional Mutual information-based Contrastive Loss for Financial Time Series Forecasting

Hanwei Wu, Ather Gattami, Markus Flierl

We present a representation learning framework for financial time series forecasting. One challenge of using deep learning models for finance forecasting is the shortage of availab…

eess.SP2020

Computing Similarity Queries for Correlated Gaussian Sources

Hanwei Wu, Qiwen Wang, Markus Flierl

Among many current data processing systems, the objectives are often not the reproduction of data, but to compute some answers based on the data resulting from queries. The similar…