Pedro Aguiar

5 papers · 2010–2020 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

EMNLP (3) AISTATS (1) NeurIPS (1)

Top co-authors

Mário Figueiredo (5) Andre Martins (4) Noah Smith (4) Eric Xing (2) António Farinhas (1) Andre Filipe Torres Martins (1) Vlad Niculae (1) Marcos Treviso (1)

Research topics

Artificial Intelligence (1) Machine Learning (1) Mathematics & Optimization (1) Natural Language Processing (1) Core AI (1) Core Methods (1) Learning Types (1) Optimization (1) Resources & Methods (1)

Keywords

online learning (1) structured prediction (1) feature selection (1) attention mechanism (1) dependency parsing (1) handwriting recognition (1) exponential family (1) multiple kernel learning (1) sparse attention (1) continuous attention (1) neural attention (1) kernel methods (1)

Papers

Sparse and Continuous Attention Mechanisms NeurIPS 2020 Dual Decomposition with Many Overlapping Components EMNLP 2011 Online Learning of Structured Predictors with Multiple Kernels AISTATS 2011 Structured Sparsity in Structured Prediction EMNLP 2011 Turbo Parsers: Dependency Parsing by Approximate Variational Inference EMNLP 2010