Introduction Existing Methods Data-Independent Methods The hash function family is defined independently of the training dataset: Locality-sensitive hashing (LSH):(Gionis et al.,1999;Andoni and Indyk,2008)and its extensions (Datar et al.,2004;Kulis and Grauman,2009;Kulis et al.,2009). SIKH:Shift invariant kernel hashing (SIKH)(Raginsky and Lazebnik, 2009). Hash function:random projections. 日卡三4元，互Q0 Li (http://cs.nju.edu.cn/lwj) Learning to Hash LAMDA,CS.NJU 10/43Introduction Existing Methods Data-Independent Methods The hash function family is defined independently of the training dataset: Locality-sensitive hashing (LSH): (Gionis et al., 1999; Andoni and Indyk, 2008) and its extensions (Datar et al., 2004; Kulis and Grauman, 2009; Kulis et al., 2009). SIKH: Shift invariant kernel hashing (SIKH) (Raginsky and Lazebnik, 2009). Hash function: random projections. Li (http://cs.nju.edu.cn/lwj) Learning to Hash LAMDA, CS, NJU 10 / 43