André F.T. Martins
4 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core Methods
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Generation
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
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
NeurIPS 2024
Reranking Laws for Language Generation: A Communication-Theoretic Perspective
NeurIPS 2024
Learning with Fenchel-Young losses
JMLR 2020