Glenn Fung
8 papers · 2009–2023 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
🚀
Conference Pioneer
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(7)
Learning Types
(5)
Optimization & Theory · Machine Learning
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Optimization & Theory · Deep Learning
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Keywords
support vector machine
(2)
multi-annotator learning
(2)
active learning
(1)
self-attention mechanism
(1)
convex optimization
(1)
time series clustering
(1)
efficient computing
(1)
fraud detection
(1)
computer aided diagnosis
(1)
large margin classifier
(1)
sparse optimization
(1)
nystrom method
(1)
supervised learning
(1)
nyström method
(1)
link prediction
(1)
knowledge graph
(1)
time series analysis
(1)
probabilistic model
(1)
approximation algorithm
(1)
information theory
(1)
Papers
Efficient Discrete Multi Marginal Optimal Transport Regularization
ICLR 2023
Low Resource Quadratic Forms for Knowledge Graph Embeddings
EMNLP 2021
Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention
AAAI 2021
Discovering Temporal Patterns from Insurance Interaction Data
AAAI 2019
Efficient Relative Attribute Learning using Graph Neural Networks
ECCV 2018
Active Learning from Multiple Knowledge Sources
AISTATS 2012
Modeling annotator expertise: Learning when everybody knows a bit of something
AISTATS 2010
Using Local Dependencies within Batches to Improve Large Margin Classifiers
JMLR 2009