78 citations · 98 across the 6 of their papers we have counts for
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cs.LG2021★ 6 cited
Event2Graph: Event-driven Bipartite Graph for Multivariate Time-series Anomaly Detection
Yuhang Wu, Mengting Gu, Lan Wang +3
Modeling inter-dependencies between time-series is the key to achieve high performance in anomaly detection for multivariate time-series data. The de-facto solution to model the de…
cs.LG2021★ 14 cited
Generalization bounds via distillation
Daniel Hsu, Ziwei Ji, Matus Telgarsky +1
This paper theoretically investigates the following empirical phenomenon: given a high-complexity network with poor generalization bounds, one can distill it into a network with ne…