Souhaib Ben Taieb
Scholar

Souhaib Ben Taieb

Google Scholar ID: AYgO4oQAAAAJ
MBZUAI, UMONS
Artificial intelligenceStatisticsForecastingTime seriesConformal inference
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
4,015
 
H-index
19
 
i10-index
23
 
Publications
20
 
Co-authors
20
list available
Contact
Emailsouhaib.bentaieb@mbzuai.ac.aeGitHubOpen ↗LinkedInOpen ↗
Publications
11 items
Calibrated Multivariate Distributional Regression with Pre-Rank Regularization
2026
Cited
0
Symmetric Aggregation of Conformity Scores for Efficient Uncertainty Sets
2025
Cited
0
An Evidence-Based Post-Hoc Adjustment Framework for Anomaly Detection Under Data Contamination
2025
Cited
0
Enforcing Calibration in Multi-Output Probabilistic Regression with Pre-rank Regularization
2025
Cited
0
RainDiff: End-to-end Precipitation Nowcasting Via Token-wise Attention Diffusion
2025
Cited
0
Multivariate Latent Recalibration for Conditional Normalizing Flows
2025
Cited
0
Risk-Based Thresholding for Reliable Anomaly Detection in Concentrated Solar Power Plants
2025
Cited
0
Segmentation-Guided CT Synthesis with Pixel-Wise Conformal Uncertainty Bounds
2025
Cited
0
Resume (English only)
Academic Achievements
  • Awarded a Doctoral Research Fellowship from the Belgian National Fund for Scientific Research (FNRS).
  • Recipient of the Solvay Award for the best Ph.D. thesis.
  • Serves as Associate Editor for the International Journal of Forecasting and regularly reviews for top ML and statistics venues.
  • Secured competitive research funding from academic and industrial partners including Huawei, John Cockerill, and Ion Beam Applications.
  • Published recent papers in top-tier venues such as ICML, AISTATS, Machine Learning, and Transactions on Machine Learning Research.
Co-authors
20 total
Gianluca Bontempi
Gianluca Bontempi
Full professor, Machine Learning Group, Université Libre de Bruxelles
Rob J Hyndman
Rob J Hyndman
Professor of Statistics, Monash University
Co-author 3
Co-author 3
James W Taylor
James W Taylor
Professor of Decision Science, Said Business School, University of Oxford
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Marc G Genton
Marc G Genton
Al-Khawarizmi Distinguished Professor of Statistics, KAUST
Raphaël Huser
Raphaël Huser
Associate Professor, King Abdullah University of Science and Technology (KAUST)