Leonardo Cotta
4 papers · 2020–2024 · 1 conference · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(18)
π§
Keyword Pioneer
Conferences
NIPS (4)
Top co-authors
Keywords
graph neural network
(2)
causal inference
(1)
representation learning
(1)
binary classification
(1)
natural language processing
(1)
text mining
(1)
graph representation learning
(1)
sample complexity
(1)
causal effect estimation
(1)
universal approximation
(1)
graph representation
(1)
markov chain monte carlo
(1)
natural language
(1)
energy-based model
(1)
group invariance
(1)
unstructured text
(1)
observational datum
(1)
graph reconstruction
(1)
text datum
(1)
automated pipeline
(1)
Papers
End-To-End Causal Effect Estimation from Unstructured Natural Language Data
NIPS 2024
Probabilistic Invariant Learning with Randomized Linear Classifiers
NIPS 2023
Reconstruction for Powerful Graph Representations
NIPS 2021
Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models
NIPS 2020