William Hamilton
4 papers · 2014–2019 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (5) π£ Hot Topic Early Bird
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Cross-Pollinator
(12)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
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Trend Setter
Conferences
ICML (3)
JMLR (1)
Top co-authors
Keywords
dimensionality reduction
(1)
compressed sensing
(1)
expectation maximization
(1)
graph generation
(1)
graph structure
(1)
deep learning
(1)
graph embedding
(1)
model-based reinforcement learning
(1)
maximum mean discrepancy
(1)
knowledge graph
(1)
probabilistic model
(1)
latent variable model
(1)
autoregressive model
(1)
spectral method
(1)
node embedding
(1)
fairness constraint
(1)
predictive state representation
(1)
adversarial framework
(1)
method of moment
(1)
partially observable system
(1)
Papers
Compositional Fairness Constraints for Graph Embeddings
ICML 2019
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
ICML 2018
Methods of Moments for Learning Stochastic Languages: Unified Presentation and Empirical Comparison
ICML 2014
Efficient Learning and Planning with Compressed Predictive States
JMLR 2014