Jennifer Jang

5 papers · 2018–2021 · 4 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 · Bronze 🏆 Keyword Champion (3)

Venues

ICML (2) AISTATS (1) CVPR (1) NeurIPS (1)

Top co-authors

Heinrich Jiang (5) Jakub Lacki (1) Ofir Nachum (1) Samory Kpotufe (1)

Research topics

Machine Learning (4) Core Methods (4) Computer Vision (1) Data Science & Analytics (1) Analysis (1) Application Areas (1) Applications (1) Learning Types (1) Optimization & Theory (1) Processing (1)

Keywords

density-based clustering (3) clustering algorithm (2) mean shift (2) image segmentation (2) level set estimation (1) minimax optimal rate (1) robustness guarantee (1) cluster recovery (1) mode seeking (1) dbscan algorithm (1) neighborhood graph (1) grid-based approach (1) adversarial contamination (1) mode-seeking clustering (1) similarity query (1) similarity queries (1) seed clustering (1) grid-based density estimation (1) statistical consistency (1) density estimation (1)

Papers

MeanShift++: Extremely Fast Mode-Seeking With Applications to Segmentation and Object Tracking CVPR 2021 Faster DBSCAN via subsampled similarity queries NeurIPS 2020 DBSCAN++: Towards fast and scalable density clustering ICML 2019 Robustness Guarantees for Density Clustering AISTATS 2019 Quickshift++: Provably Good Initializations for Sample-Based Mean Shift ICML 2018