Benjamin Coleman
9 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
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Conference Polyglot
(3)
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Keyword Collector
(57)
Conferences
NIPS (6)
ICML (2)
AAAI (1)
Top co-authors
Keywords
nearest neighbor search
(4)
streaming datum
(2)
continual learning
(1)
vision transformer
(1)
information retrieval
(1)
semantic search
(1)
incremental learning
(1)
reservoir sampling
(1)
class imbalance
(1)
feature embedding
(1)
locality sensitive hashing
(1)
locality-sensitive hashing
(1)
minwise hashing
(1)
approximate nearest neighbor
(1)
catastrophic forgetting
(1)
approximate search
(1)
compressed sensing
(1)
data heterogeneity
(1)
diversity sampling
(1)
federated learning
(1)
Papers
One-Pass Distribution Sketch for Measuring Data Heterogeneity in Federated Learning
NIPS 2023
Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems
NIPS 2023
DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries
NIPS 2023
One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams
ICML 2022
Retaining Knowledge for Learning with Dynamic Definition
NIPS 2022
Graph Reordering for Cache-Efficient Near Neighbor Search
NIPS 2022
Revisiting Consistent Hashing with Bounded Loads
AAAI 2021
Practical Near Neighbor Search via Group Testing
NIPS 2021
Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data
ICML 2020