Jeffery Kline
4 papers · 2021–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Generation
(1)
Learning Types
(1)
Keywords
transformer architecture
(1)
link prediction
(1)
convex optimization
(1)
wavelet transform
(1)
efficient computing
(1)
sparse optimization
(1)
knowledge graph
(1)
support vector machine
(1)
knowledge graph embedding
(1)
wasserstein metric
(1)
multi-resolution analysis
(1)
regularization term
(1)
quadratic form
(1)
distributional constraint
(1)
earth mover's distance
(1)
sequence length
(1)
approximate attention
(1)
multi-marginal optimal transport
(1)
Papers
Efficient Discrete Multi Marginal Optimal Transport Regularization
ICLR 2023
Assessing Resource-Performance Trade-off of Natural Language Models using Data Envelopment Analysis
AACL 2022
Multi Resolution Analysis (MRA) for Approximate Self-Attention
ICML 2022
Low Resource Quadratic Forms for Knowledge Graph Embeddings
EMNLP 2021