Taha Belkhouja
6 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(4)
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
AAAI (2)
IJCAI (2)
NIPS (1)
UAI (1)
Top co-authors
Keywords
prediction set
(3)
conformal prediction
(3)
uncertainty quantification
(3)
neural network
(2)
time-series classification
(2)
deep neural network
(2)
time series
(1)
dynamic time warping
(1)
adversarial attack
(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)
wearable health monitoring
(1)
statistical feature
(1)
global alignment kernel
(1)
Papers
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
NIPS 2024
Energy-Efficient Missing Data Imputation in Wearable Health Applications: A Classifier-aware Statistical Approach
IJCAI 2024
Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis
AAAI 2023
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features (Extended Abstract)
IJCAI 2023
Probabilistically robust conformal prediction
UAI 2023
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis
AAAI 2022