IEEE Computer Society
| September 2024 | Vol. 48 No. 3 |
IEEE Computer Society
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Letters |
| Letter from the Editor-in-Chief | Haixun Wang | 1 |
| Letter from the Special Issue Editor | Themis Palpanas | 2 |
Special Issue on High-Dimensional Vector Similarity Search: The Role of Machine Learning, and Future Perspectives |
| High-Dimensional Vector Quantization: General Framework, Recent Advances, and Future Directions |
| Jianyang Gao, Yutong Gou, Yuexuan Xu, Jifan Shi, Cheng Long, Raymond Chi-Wing Wong, Themis Palpanas | 3 |
| The DiskANN library: Graph-Based Indices for Fast, Fresh and Filtered Vector Search |
| Ravishankar Krishnaswamy, Magdalen Dobson Manohar, Harsha Vardhan Simhadri | 20 |
| Efficient Inverted Index-based Approximate Retrieval over High-dimensional Learned Sparse Representations |
| Sebastian Bruch, Franco Maria Nardini, Cosimo Rulli, Rossano Venturini | 43 |
| Dimensionality-Reduction Techniques for Approximate Nearest Neighbor Search: A Survey and Evaluation |
| Zeyu Wang, Haoran Xiong, Qitong Wang, Zhenying He, Peng Wang, Themis Palpanas, Wei Wang | 63 |
Opinions |
| Machine learning and high dimensional vector search | Matthijs Douze | 81 |
| The Evolution of Vector Search: Data Engineering and ML Aspects | Yannis Papakonstantinou | 89 |
Conference and Journal Notices |
| TCDE Membership Form | 93 |