Souhaib Ben Taieb
8 papers · 2014–2026 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π Cross-Pollinator (13) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Conference Polyglot
(2)
π
Academic Marathon
(11)
π
Keyword Champion
(2)
π₯
Unstoppable
(5)
Conferences
ICML (5)
AISTATS (2)
AAAI (1)
Top co-authors
Keywords
conformal prediction
(2)
uncertainty quantification
(2)
neural network regression
(2)
predictive distribution
(2)
probabilistic calibration
(2)
multi-step prediction
(1)
probabilistic forecasting
(1)
recursive forecasting
(1)
temporal point process
(1)
hierarchical time series
(1)
quantile recalibration
(1)
aggregation function
(1)
quantile function
(1)
spline function
(1)
continuous ranking probability score
(1)
forecast combination
(1)
time series forecasting
(1)
recurrent neural network
(1)
prediction set
(1)
Papers
Symmetric Aggregation of Conformity Scores for Efficient Uncertainty Sets
AAAI 2026
A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression
ICML 2025
Rectifying Conformity Scores for Better Conditional Coverage
ICML 2025
Probabilistic Calibration by Design for Neural Network Regression
AISTATS 2024
A Large-Scale Study of Probabilistic Calibration in Neural Network Regression
ICML 2023
Learning Quantile Functions for Temporal Point Processes with Recurrent Neural Splines
AISTATS 2022
Coherent Probabilistic Forecasts for Hierarchical Time Series
ICML 2017
Boosting multi-step autoregressive forecasts
ICML 2014