Scholar
B. Aditya Prakash
Google Scholar ID: C-NftTgAAAAJ
Associate Professor, Georgia Institute of Technology
Citations & Impact
Citations
4,279
H-index
36
i10-index
78
Publications
20
Co-authors
19
list available
Publications
Resume (English only)
Academic Achievements
- Best Paper Award at AI4ABM workshop (ICML 2022) for work co-authored by student Alex
- PhD student Alex named 'Rising Star in Data Science' (December 2021)
- Facebook Faculty Award (August 2021) with Prof. Chao Zhang on statistics for improving insights, models, and decisions
- Published paper at NeurIPS 2021 on principled uncertainty quantification in time-series forecasting using Gaussian processes with deep sequential models
- Keynote speaker at SIGKDD 2021 MiLeTS workshop (August 2021)
- Steering committee member for the SIGKDD epiDAMIK workshop
- Awarded NSF IIS Medium grant on uncertainty quantification (July 2021)
Background
- Professor and Associate Chair for Academic Affairs at the School of Computational Science and Engineering, College of Computing, Georgia Institute of Technology
- Research interests lie in Data Science, Machine Learning, and AI, with a focus on big-data problems in networks and sequences
- Focuses on understanding and efficiently managing dynamical processes (e.g., propagation) on networks across natural, social, and technological systems
- Research is motivated by applications in public health, computational epidemiology, cybersecurity, urban computing, and the web
- Combines theoretical model analysis, efficient algorithm development, and empirical studies on large-scale data
