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cs.LG2025
Panorama: Fast-Track Nearest Neighbors
Vansh Ramani, Alexis Schlomer, Akash Nayar +3
Approximate Nearest-Neighbor Search (ANNS) pipelines for high-dimensional neural embeddings spend the bulk of their query time in candidate verification, making it the primary bott…
cs.LG2024
EUGENE: Explainable Structure-aware Graph Edit Distance Estimation with Generalized Edit Costs
Aditya Bommakanti, Harshith Reddy Vonteri, Sayan Ranu +1
The need to identify graphs with small structural distances from a query arises in domains such as biology, chemistry, recommender systems, and social network analysis. Among sever…