Ines Chami
7 papers · 2018–2023 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(6)
Deep Learning
(3)
Mathematics & Optimization
(3)
Optimization
(3)
Artificial Intelligence
(2)
Architectures
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Natural Language Processing
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
hyperbolic embedding
(2)
hyperbolic space
(2)
representation learning
(2)
link prediction
(2)
principal component analysis
(1)
attention mechanism
(1)
graph representation learning
(1)
question answering
(1)
entity disambiguation
(1)
visual reasoning
(1)
hierarchical clustering
(1)
weak supervision
(1)
graph representation
(1)
continuous optimization
(1)
discrete optimization
(1)
gradient descent
(1)
graph embedding
(1)
graph regularization
(1)
hierarchical structure
(1)
relation prediction
(1)
Papers
Ask Me Anything: A simple strategy for prompting language models
ICLR 2023
Machine Learning on Graphs: A Model and Comprehensive Taxonomy
JMLR 2022
HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections
ICML 2021
From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering
NeurIPS 2020
Low-Dimensional Hyperbolic Knowledge Graph Embeddings
ACL 2020
Hyperbolic Graph Convolutional Neural Networks
NeurIPS 2019
Referring Relationships
CVPR 2018