140 citations · 170 across the 5 of their papers we have counts for
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cs.LG2023
Learning to forecast diagnostic parameters using pre-trained weather embedding
Peetak P. Mitra, Vivek Ramavajjala
Data-driven weather prediction (DDWP) models are increasingly becoming popular for weather forecasting. However, while operational weather forecasts predict a wide variety of weath…
cs.LG2023★ 1 cited
Verification against in-situ observations for Data-Driven Weather Prediction
Vivek Ramavajjala, Peetak P. Mitra
Data-driven weather prediction models (DDWPs) have made rapid strides in recent years, demonstrating an ability to approximate Numerical Weather Prediction (NWP) models to a high d…
cs.LG2017★ 26 cited
Neural Graph Machines: Learning Neural Networks Using Graphs
Thang D. Bui, Sujith Ravi, Vivek Ramavajjala
Label propagation is a powerful and flexible semi-supervised learning technique on graphs. Neural networks, on the other hand, have proven track records in many supervised learning…