André F.T. Martins
4 papers · 2020–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (13)
🌈
Renaissance Researcher
(5)
🗺️
Taxonomy Completionist
(16)
Conferences
JMLR (2)
NIPS (2)
Top co-authors
Keywords
fenchel-young loss
(2)
machine translation
(2)
text generation
(2)
markov chain monte carlo
(1)
gibbs distribution
(1)
associative memory
(1)
energy function
(1)
hopfield network
(1)
loss function
(1)
language model
(1)
quality-aware decoding
(1)
diverse translation
(1)
diverse generation
(1)
sparse transformation
(1)
convex optimization
(1)
noisy channel
(1)
structured prediction
(1)
metropolis-hastings sampling
(1)
Papers
Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval
JMLR 2025
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation
NIPS 2024
Reranking Laws for Language Generation: A Communication-Theoretic Perspective
NIPS 2024
Learning with Fenchel-Young losses
JMLR 2020