83 citations · 255 across the 11 of their papers we have counts for
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stat.ML2022★ 1 cited
Bridging Machine Learning and Sciences: Opportunities and Challenges
Taoli Cheng
The application of machine learning in sciences has seen exciting advances in recent years. As a widely applicable technique, anomaly detection has been long studied in the machine…
hep-ph2022★ 6 cited
Invariant Representation Driven Neural Classifier for Anti-QCD Jet Tagging
Taoli Cheng, Aaron Courville
We leverage representation learning and the inductive bias in neural-net-based Standard Model jet classification tasks, to detect non-QCD signal jets. In establishing the framework…