Talks and Presentations
Below is a list of my oral and poster presentations, as well as selected conference participation and research activities.
Oral and Poster Presentations
Localized Uncertainty Quantification in Medical Image Segmentation via Adaptive Conformal Prediction
Poster presentation at the Vector Institute Research Symposium.
Evidential Uncertainty Sets in Deep Classifiers Using Conformal Prediction
Oral presentation at COPA 2024.
Quantifying Deep Learning Model Uncertainty in Conformal Prediction
Oral presentation at AAAI Human AI 2023.
Evidence-based Subjective Classification Cost in Deep Neural Networks
Poster presentation at the Vector Institute Research Symposium.
Subjective Uncertainty in Federated Learning
Poster presentation at the Vector Institute Research Symposium.
Ontology Alignment Using Inductive Logic Programming
Oral presentation at ICWR.
Participation and Activities
The 13th Symposium on Conformal and Probabilistic Prediction with Applications (COPA)
UN PET Lab: Hackathon Competition
Participated in a privacy-preserving learning hackathon focused on safe information sharing and training models under differential privacy constraints (epsilon privacy budget). The setting involved unknown training labels with multiple queries and evaluation on an unseen test set with a score based on accuracy, parameter values, and privacy budget spent.