6 citations · 9 across the 5 of their papers we have counts for
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cs.LG2022★ 1 cited
Context-Aware Ensemble Learning for Time Series
Arda Fazla, Mustafa Enes Aydin, Orhun Tamyigit +1
We investigate ensemble methods for prediction in an online setting. Unlike all the literature in ensembling, for the first time, we introduce a new approach using a meta learner t…
stat.ML2022★ 6 cited
A Hybrid Framework for Sequential Data Prediction with End-to-End Optimization
Mustafa E. Aydın, Suleyman S. Kozat
We investigate nonlinear prediction in an online setting and introduce a hybrid model that effectively mitigates, via an end-to-end architecture, the need for hand-designed feature…