Alberto Lumbreras
4 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (10)
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Hot Topic Early Bird
Conferences
AISTATS (1)
EACL (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
bayesian inference
(1)
matrix factorization
(1)
text generation
(1)
expectation maximization
(1)
marginal likelihood
(1)
probabilistic matrix factorization
(1)
gamma-poisson model
(1)
state-space model
(1)
disentangled representation
(1)
variational autoencoder
(1)
encoder-decoder architecture
(1)
variational auto-encoder
(1)
monte carlo expectation-maximization
(1)
data-to-text conversion
(1)
heterogeneous source
(1)
long-term dependency
(1)
abstractive summarization
(1)
long document
(1)
topic dictionary
(1)
Papers
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation
ICLR 2025
LOCOST: State-Space Models for Long Document Abstractive Summarization
EACL 2024
Learning from Multiple Sources for Data-to-Text and Text-to-Data
AISTATS 2023
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization
ICML 2018