Eriq Augustine
4 papers · 2017–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Core AI
(2)
Core Methods
(2)
Representation
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Models
(1)
Keywords
probabilistic soft logic
(3)
link prediction
(1)
symbolic reasoning
(1)
logical reasoning
(1)
knowledge representation
(1)
error detection
(1)
collective inference
(1)
statistical relational learning
(1)
online inference
(1)
graphical model
(1)
knowledge graph embedding
(1)
entity embedding
(1)
inference algorithm
(1)
deep neural network
(1)
relational inference
(1)
energy-based model
(1)
neuro-symbolic learning
(1)
neuro-symbolic integration
(1)
joint reasoning
(1)
graph completion
(1)
Papers
NeuPSL: Neural Probabilistic Soft Logic
IJCAI 2023
Context-Aware Online Collective Inference for Templated Graphical Models
ICML 2021
Tandem Inference: An Out-of-Core Streaming Algorithm for Very Large-Scale Relational Inference
AAAI 2020
Sparsity and Noise: Where Knowledge Graph Embeddings Fall Short
EMNLP 2017