Search Results for author: Vitalii Stebliankin

Found 4 papers, 1 papers with code

Graph Transformer Network for Flood Forecasting with Heterogeneous Covariates

no code implementations11 Oct 2023 Jimeng Shi, Vitalii Stebliankin, Zhaonan Wang, Shaowen Wang, Giri Narasimhan

In this paper, we propose a Flood prediction tool using Graph Transformer Network (FloodGTN) for river systems.


Cache Replacement as a MAB with Delayed Feedback and Decaying Costs

no code implementations23 Sep 2020 Farzana Beente Yusuf, Vitalii Stebliankin, Giuseppe Vietri, Giri Narasimhan

We derive an optimal learning rate for EXP4-DFDC that defines the balance between exploration and exploitation and proves theoretically that the expected regret of our algorithm is a vanishing quantity as a function of time.


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