Pramita Bagchi
2 papers · Latest:
Machine Learning
A Closed-Form Adaptive-Landmark Kernel for Certified Point-Cloud and Graph Classification
PALACE introduces a data-adaptive kernel for point-cloud and graph classification with four closed-form guarantees and strong empirical performance.
2605.04046
Machine LearningA Closed-Form Persistence-Landmark Pipeline for Certified Point-Cloud and Graph Classification
PLACE is a closed-form pipeline for certified point-cloud and graph classification using persistent homology, offering strong theoretical guarantees.
2605.02836
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