Ninh Pham

4 papers · 2021–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) AAAI (1) IJCAI (1)

Top co-authors

Zhiwen Zhao (1) Tao Liu (1) Stephan S. Lorenzen (1) Linghan Zeng (1) Huiwen Dong (1) Francesco Silvestri (1) HaoChuan Xu (1)

Research topics

Machine Learning (3) Computer Science (2) Data Science & Analytics (2) Core Methods (2) Foundations (2) Optimization & Theory (2) Mathematics & Optimization (1) Applications · Computer Science (1) Applications · Data Science & Analytics (1) Learning Types (1) Methods (1) Optimization (1)

Keywords

high-dimensional data (2) nearest neighbor search (1) locality sensitive hashing (1) approximate search (1) k-nearest neighbor (1) random projection (1) sampling method (1) density-based clustering (1) sampling algorithm (1) approximate algorithm (1) maximum inner product search (1) approximate nearest neighbor search (1) hub detection (1) hubness phenomenon (1) visual analysis (1) angular distance (1) wedge sampling (1) budgeted search (1) sampling approach (1) core point (1)

Papers

On Finding Hubs in High Dimensions with Sampling AAAI 2025 Scalable DBSCAN with Random Projections NeurIPS 2024 Falconn++: A Locality-sensitive Filtering Approach for Approximate Nearest Neighbor Search NeurIPS 2022 Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search (Extended Abstract) IJCAI 2021