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researcher

Ninh D. Pham

8 papers hereh-index 10757 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author3
  • middle author1
  • last author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.DS4
  • cs.DB3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedHybrid LSH: Faster Near Neighbors Reporting in High-dimensional Space

2 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.DS2022★ 1 cited

Falconn++: A Locality-sensitive Filtering Approach for Approximate Nearest Neighbor Search

Ninh Pham, Tao Liu

We present Falconn++, a novel locality-sensitive filtering approach for approximate nearest neighbor search on angular distance. Falconn++ can filter out potential far away points…

cs.LG2022

An Efficient Hashing-based Ensemble Method for Collaborative Outlier Detection

Kitty Li, Ninh Pham

In collaborative outlier detection, multiple participants exchange their local detectors trained on decentralized devices without exchanging their own data. A key problem of collab…

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