Taha Belkhouja
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
prediction set
(3)
conformal prediction
(3)
uncertainty quantification
(3)
time series classification
(2)
deep neural network
(2)
neural network
(2)
adversarial training
(1)
time series
(1)
dynamic time warping
(1)
adversarial attack
(1)
multi-armed bandit
(1)
upper confidence bound
(1)
missing data imputation
(1)
adversarial example
(1)
min-max optimization
(1)
compositional optimization
(1)
probabilistic robustness
(1)
certified bound
(1)
energy-efficient computing
(1)
classifier-aware imputation
(1)
Papers
Adaptive Data Augmentation with Multi-armed Bandit: Sample-Efficient Embedding Calibration for Implicit Pattern Recognition
CVPR 2026
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
NeurIPS 2024
Energy-Efficient Missing Data Imputation in Wearable Health Applications: A Classifier-aware Statistical Approach
IJCAI 2024
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features (Extended Abstract)
IJCAI 2023
Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis
AAAI 2023
Probabilistically robust conformal prediction
UAI 2023
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis
AAAI 2022