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20232025
most citedRegularization of ML models for Earth systems by using longer model timesteps

1 citations · 3 across the 4 of their papers we have counts for

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math.OC2023

A Combined Convex Model for Travel Demand Forecasting with Hierarchical Extended Logit Model

Youngseo Kim, Samitha Samaranayake, Damon Wischik

The travel demand forecasting model plays a crucial role in evaluating large-scale infrastructure projects, such as the construction of new roads or transit lines. While combined m…

cs.LG2023★ 1 cited

Taylorformer: Probabilistic Modelling for Random Processes including Time Series

Omer Nivron, Raghul Parthipan, Damon J. Wischik

We propose the Taylorformer for random processes such as time series. Its two key components are: 1) the LocalTaylor wrapper which adapts Taylor approximations (used in dynamical s…