On Simplifying Large-Scale Spatial Vectors: Fast, Memory-Efficient, and Cost-Predictable k-meansby Yushuai Ji, Zepeng Liu, Sheng…
PRIMUS: Pretraining IMU Encoders with Multimodal Self-Supervisionby Arnav M. Das, Chi Ian Tang, Fahim Kawsar,…
On adaptivity and minimax optimality of two-sided nearest neighborsby Tathagata Sadhukhan, Manit Paul, Raaz DwivediFirst…
One-Layer Transformer Provably Learns One-Nearest Neighbor In Contextby Zihao Li, Yuan Cao, Cheng Gao, Yihan…
Discovering Data Structures: Nearest Neighbor Search and Beyondby Omar Salemohamed, Laurent Charlin, Shivam Garg, Vatsal…
Online Consistency of the Nearest Neighbor Ruleby Sanjoy Dasgupta, Geelon SoFirst submitted to arxiv on:…
Improved convergence rate of kNN graph Laplaciansby Yixuan Tan, Xiuyuan ChengFirst submitted to arxiv on:…
TSDS: Data Selection for Task-Specific Model Finetuningby Zifan Liu, Amin Karbasi, Theodoros RekatsinasFirst submitted to…
Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Modelsby Yongjin Yang, Sihyeon Kim,…
Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Spaceby Zhonghan Chen, Ruiyuan Zhang, Xi…