Belkhouja, Taha

7 publications

NeurIPS 2024 Conformal Prediction for Class-Wise Coverage via Augmented Label Rank Calibration Yuanjie Shi, Subhankar Ghosh, Taha Belkhouja, Janardhan Rao Doppa, Yan Yan

IJCAI 2024 Energy-Efficient Missing Data Imputation in Wearable Health Applications: A Classifier-Aware Statistical Approach Dina Hussein, Taha Belkhouja, Ganapati Bhat, Janardhan Rao Doppa

IJCAI 2023 Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features (Extended Abstract) Taha Belkhouja, Janardhan Rao Doppa

AAAI 2023 Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis Subhankar Ghosh, Taha Belkhouja, Yan Yan, Janardhan Rao Doppa

UAI 2023 Probabilistically Robust Conformal Prediction Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan, Jana Doppa, Brian Jones

JAIR 2022 Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features Taha Belkhouja, Janardhan Rao Doppa

AAAI 2022 Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis Taha Belkhouja, Yan Yan, Janardhan Rao Doppa