kexinrong / rehashing
fast kernel evaluation in high dimensions via hashing
☆23Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for rehashing
- Neural LSH [ICLR 2020] - Using supervised learning to produce better space partitions for fast nearest neighbor search.☆71Updated 3 years ago
- Parameterless and Universal FInding of Nearest Neighbors☆56Updated 6 months ago
- MISSION: Ultra Large-Scale Feature Selection using Count-Sketches☆13Updated 5 years ago
- Simple implementation of CoveringLSH☆11Updated 8 years ago
- Sketching linear classifiers over data streams with the Weight-Median Sketch (SIGMOD 2018).☆38Updated 6 years ago
- [NeurIPS 2019 Spotlight] High dimensional mean estimation and outlier detection in nearly-linear time.☆26Updated 5 years ago
- Implementations of several fast approximate algorithms for geometric optimal transport (OT)☆118Updated 4 years ago
- FRP: Fast Random Projections☆43Updated 4 years ago
- To Index or Not to Index: Optimizing Exact Maximum Inner Product Search☆26Updated 5 years ago
- ☆19Updated 6 years ago
- Efficient LSH-based kernel density estimation☆28Updated 5 years ago
- Implements the frequent directions algorithm for approximating matrices in streams☆32Updated 7 years ago
- Cyclades☆28Updated 6 years ago
- HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent☆33Updated 8 years ago
- High-performance Non-negative Matrix Factorizations (NMF) - Python/C++☆49Updated 6 years ago
- SRS - Fast Approximate Nearest Neighbor Search in High Dimensional Euclidean Space With a Tiny Index☆54Updated 9 years ago
- A fast high dimensional near neighbor search algorithm based on group testing and locality sensitive hashing☆19Updated 11 months ago
- High Dimensional Approximate Near(est) Neighbor☆33Updated 7 years ago
- A C++ library to benchmark inverted indexes.☆20Updated 4 years ago
- ☆15Updated 6 years ago
- Implementation of the Multiscale Laplacian Graph Kernel☆18Updated 5 years ago
- Implementation of QuadSketch algorithm☆11Updated last year
- Implementation of fast exact k-means algorithms☆46Updated 5 years ago
- Sketching-based Distributed Matrix Computations for Machine Learning☆98Updated 6 years ago
- Fast discrete distributions clustering using Wasserstein barycenter with sparse support☆12Updated 6 years ago
- A fast implementation of spectral clustering on GPU-CPU Platform☆30Updated 6 years ago
- CoLa - Decentralized Linear Learning: https://arxiv.org/abs/1808.04883☆19Updated 2 years ago
- LSH index for approximate set containment search☆57Updated 2 years ago
- Ancestral Gumbel-Top-k Sampling☆23Updated 4 years ago
- Gopalan, P., Ruiz, F. J., Ranganath, R., & Blei, D. M. (2014). Bayesian Nonparametric Poisson Factorization for Recommendation Systems. I…☆15Updated 10 years ago