Sulem, Deborah
- Graph similarity learning for change-point detection in dynamic networks
2022/03/29 by Sulem, Deborah, Kenlay, Henry, Cucuringu, Mihai +1 · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Finance (q-fin.ST)
- Diverse Counterfactual Explanations for Anomaly Detection in Time Series
2022/03/21 by Déborah Sulem, Michele Donini, Sulem, Deborah +15 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
- Scalable and adaptive variational Bayes methods for Hawkes processes
2022/12/01 by Sulem, Deborah, Rivoirard, Vincent, Rousseau, Judith · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistics Theory (math.ST)