Scaling up Kernel Ridge Regression via Locality Sensitive Hashing.
Amir ZandiehNavid NouriAmeya VelingkerMichael KapralovIlya P. RazenshteynPublished in: AISTATS (2020)
Keyphrases
- locality sensitive hashing
- kernel ridge regression
- parameter selection
- kernel methods
- similarity search
- nearest neighbor
- nearest neighbor search
- gradient boosting
- brute force
- sift features
- hash functions
- knn
- indexing techniques
- multimedia retrieval
- range queries
- metric space
- high dimensional
- hamming distance
- binary codes