Benjamin Coleman
9 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)
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Keyword Collector
(56)
Venues
Top co-authors
Research topics
Computer Science
(5)
Machine Learning
(4)
Applications · Computer Science
(4)
Foundations
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Applications · Data Science & Analytics
(1)
Learning Types · Deep Learning
(1)
Keywords
nearest neighbor search
(4)
locality sensitive hashing
(2)
streaming data
(2)
continual learning
(1)
information retrieval
(1)
semantic search
(1)
vision transformer
(1)
incremental learning
(1)
class imbalance
(1)
approximate search
(1)
feature embedding
(1)
minwise hashing
(1)
approximate nearest neighbor
(1)
reservoir sampling
(1)
catastrophic forgetting
(1)
compressed sensing
(1)
data heterogeneity
(1)
diversity sampling
(1)
memory optimization
(1)
federated learning
(1)
Papers
DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries
NeurIPS 2023
One-Pass Distribution Sketch for Measuring Data Heterogeneity in Federated Learning
NeurIPS 2023
Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems
NeurIPS 2023
Graph Reordering for Cache-Efficient Near Neighbor Search
NeurIPS 2022
One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams
ICML 2022
Retaining Knowledge for Learning with Dynamic Definition
NeurIPS 2022
Practical Near Neighbor Search via Group Testing
NeurIPS 2021
Revisiting Consistent Hashing with Bounded Loads
AAAI 2021
Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data
ICML 2020