2 papers
cs.LG2024
Broadcast Product: Redefining Shape-aligned Element-wise Multiplication and Beyond
Yusuke Matsui, Tatsuya Yokota
Broadcast operations are widely used in scientific computing libraries, yet their mathematical formulation is often implicit and inconsistently represented in machine learning lite…
cs.IR2023
Relative NN-Descent: A Fast Index Construction for Graph-Based Approximate Nearest Neighbor Search
Naoki Ono, Yusuke Matsui
Approximate Nearest Neighbor Search (ANNS) is the task of finding the database vector that is closest to a given query vector. Graph-based ANNS is the family of methods with the be…