51 citations · 153 across the 25 of their papers we have counts for
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cs.LG2024★ 1 cited
Outlier-Robust Training of Machine Learning Models
Rajat Talak, Charis Georgiou, Jingnan Shi +1
Robust training of machine learning models in the presence of outliers has garnered attention across various domains. The use of robust losses is a popular approach and is known to…
cs.LG2021★ 1 cited
Neural Trees for Learning on Graphs
Rajat Talak, Siyi Hu, Lisa Peng +1
Graph Neural Networks (GNNs) have emerged as a flexible and powerful approach for learning over graphs. Despite this success, existing GNNs are constrained by their local message-p…