373 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- NEC (Japan)JP12 papers
- Michigan State UniversityUS7 papers
- Princeton UniversityUS7 papers
- University of California, MercedUS7 papers
- University of California San DiegoUS7 papers
- Rutgers, The State University of New JerseyUS4 papers
- Stanford UniversityUS4 papers
- Case Western Reserve UniversityUS3 papers
- Columbia UniversityUS3 papers
- The University of TokyoJP3 papers
- Université Paris-SudFR3 papers
- University of WaterlooCA3 papers
Showing 2018 · cs.LGShow all
2 papers · 2 filters
cs.LG2018★ 98 cited
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
Chuxu Zhang, Dongjin Song, Yuncong Chen +7
Nowadays, multivariate time series data are increasingly collected in various real world systems, e.g., power plants, wearable devices, etc. Anomaly detection and diagnosis in mult…
cs.LG2018★ 12 cited
Learning To Simulate
Nataniel Ruiz, Samuel Schulter, Manmohan Chandraker
Simulation is a useful tool in situations where training data for machine learning models is costly to annotate or even hard to acquire. In this work, we propose a reinforcement le…