1 citations · 1 across the 3 of their papers we have counts for
4 papers
Incremental IVF Index Maintenance for Streaming Vector Search
Jason Mohoney, Anil Pacaci, Shihabur Rahman Chowdhury +7
The prevalence of vector similarity search in modern machine learning applications and the continuously changing nature of data processed by these applications necessitate efficien…
Stochastic Matching with Few Queries: New Algorithms and Tools
Soheil Behnezhad, Alireza Farhadi, MohammadTaghi Hajiaghayi +1
We consider the following stochastic matching problem on both weighted and unweighted graphs: A graph along with a parameter is given in the input. Each ed…
Almost Optimal Stochastic Weighted Matching With Few Queries
Soheil Behnezhad, Nima Reyhani
We consider the {\em stochastic matching} problem. An edge-weighted general (i.e., not necessarily bipartite) graph is given in the input, where each edge in is {\em…
New Probabilistic Bounds on Eigenvalues and Eigenvectors of Random Kernel Matrices
Nima Reyhani, Hideitsu Hino, Ricardo Vigario
Kernel methods are successful approaches for different machine learning problems. This success is mainly rooted in using feature maps and kernel matrices. Some methods rely on the…