Scholar
Alexandre Drouin
Google Scholar ID: LR6aJcEAAAAJ
Head of Frontier AI Research, ServiceNow Research - Adjunct Professor, ULaval, Mila
Citations & Impact
Citations
4,099
H-index
20
i10-index
25
Publications
20
Co-authors
7
list available
Publications
Resume (English only)
Academic Achievements
- Published multiple papers, including 'TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series' (ICLR 2024) and 'WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?' (ICML 2024).
Research Experience
- Currently leads ServiceNow’s Human Decision Support research program. Previously developed machine learning algorithms for biomarker discovery in large genomic datasets, with a focus on the global problem of antibiotic resistance.
Education
- PhD in Artificial Intelligence from Laval University in 2019, supervised by François Laviolette; MSc in Artificial Intelligence from Laval University in 2014; BSc in Computer Science from Laval University in 2012.
Background
- Principal Research Scientist at ServiceNow and Adjunct Professor of Computer Science at Laval University and Mila. Leads ServiceNow’s Human Decision Support research program, focusing on the use of machine learning for decision-making in complex dynamic environments. Main research interests include causal decision-making, time series forecasting, and model robustness.
