PECOS

Author:

Yu Hsiang-Fu1,Zhang Jiong1,Chang Wei-Cheng1,Jiang Jyun-Yu1,Li Wei1,Hsieh Cho-Jui2

Affiliation:

1. Amazon, Palo Alto, CA, USA

2. University of California, Los Angeles, Los Angeles, CA, USA

Publisher

ACM

Reference12 articles.

1. Extreme Multi-label Learning for Semantic Matching in Product Search

2. Taming Pretrained Transformers for Extreme Multi-label Text Classification

3. Eli Chien , Wei-Cheng Chang , Cho-Jui Hsieh , Hsiang-Fu Yu , Jiong Zhang , Olgica Milenkovic , and Inderjit S Dhillon . Node feature extraction by self-supervised multi-scale neighborhood prediction . In International Conference on Learning Representations (ICLR) , 2022 . Eli Chien, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Jiong Zhang, Olgica Milenkovic, and Inderjit S Dhillon. Node feature extraction by self-supervised multi-scale neighborhood prediction. In International Conference on Learning Representations (ICLR), 2022.

4. Ruiqi Guo , Philip Sun , Erik Lindgren , Quan Geng , David Simcha , Felix Chern , and Sanjiv Kumar . Accelerating large-scale inference with anisotropic vector quantization . In International Conference on Machine Learning , 2020 . Ruiqi Guo, Philip Sun, Erik Lindgren, Quan Geng, David Simcha, Felix Chern, and Sanjiv Kumar. Accelerating large-scale inference with anisotropic vector quantization. In International Conference on Machine Learning, 2020.

5. Billion-Scale Similarity Search with GPUs

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4. PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models;Proceedings of the 17th ACM International Conference on Web Search and Data Mining;2024-03-04

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