SOAR: Improved Indexing for Approximate Nearest Neighbor Search.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Scaling Hierarchical Agglomerative Clustering to Billion-sized Datasets.
CoRR, 2021
Accelerating Large-Scale Inference with Anisotropic Vector Quantization.
Proceedings of the 37th International Conference on Machine Learning, 2020
New Loss Functions for Fast Maximum Inner Product Search.
CoRR, 2019
Local Orthogonal Decomposition for Maximum Inner Product Search.
CoRR, 2019
Efficient Inner Product Approximation in Hybrid Spaces.
CoRR, 2019
Multiscale Quantization for Fast Similarity Search.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Fast Classification with Binary Prototypes.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
Quantization based Fast Inner Product Search.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Exemplar-based large vocabulary speech recognition using k-nearest neighbors.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015