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Anshumali Shrivastava — most-cited papers & profile · Similarity Search
← authors
·
overview
Anshumali Shrivastava
28
papers ·
108
citations ·
25
h-index
Rice University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SSH (Sketch, Shingle, & Hash) for Indexing Massive-Scale Time Series
2016 · 13 citations
Sub-Linear Privacy-Preserving Near-Neighbor Search
2016 · 10 citations
FLASH: Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search
2017 · 9 citations
Exact Weighted Minwise Hashing in Constant Time
2016 · 7 citations
Graph Reordering for Cache-Efficient Near Neighbor Search
2021 · 5 citations
Revisiting Winner Take All (WTA) Hashing for Sparse Datasets
2016 · 3 citations
Distributed Tera-Scale Similarity Search with MPI: Provably Efficient Similarity Search over billions without a Single Distance Computation
2020 · 2 citations
SOLAR: Sparse Orthogonal Learned and Random Embeddings
2020 · 2 citations
2-Bit Random Projections, NonLinear Estimators, and Approximate Near Neighbor Search
2016 · 1 citations
Scalable and Sustainable Deep Learning via Randomized Hashing
2016 · 1 citations
Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data
2019 · 1 citations
Practical Near Neighbor Search via Group Testing
2021 · 1 citations
DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries
2022 · 1 citations
A Theoretical Analysis Of Nearest Neighbor Search On Approximate Near Neighbor Graph
2023 · 1 citations
CAPS: A Practical Partition Index for Filtered Similarity Search
2023 · 1 citations
Top co-authors
Benjamin Coleman
· 5
Beidi Chen
· 3
Joshua Engels
· 2
Tharun Medini
· 2
Vihan Lakshman
· 2
Alexander J Smola
· 1
Alex Smola
· 1
Amirali Aghazadeh
· 1
Andrew Lan
· 1
Ben Coleman
· 1
Chen Luo
· 1
Chen Luo
· 1
Topics
cs.IR
cs.DS
cs.LG
Deep Hashing
Supervised Hashing
cs.DB
cs.DC
stat.ML
Unsupervised Hashing
Image Retrieval