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Gaël Letarte

3 papers · 2018–2019 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

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

Top co-authors

François Laviolette (2) Pascal Germain (2) Frédérik Paradis (1) Philippe Giguère (1) Emilie Morvant (1) Benjamin Guedj (1)

Research topics

Machine Learning (3) Deep Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Natural Language Processing (1) Applications (1) Architectures (1) Core AI (1) Learning Types (1) Techniques (1)

Keywords

pac-bayesian theory (2) generalization bound (2) attention mechanism (1) deep neural network (1) self-attention network (1) random fourier feature (1) kernel methods (1) neural network (1) kernel fourier transform (1) word relationship (1) sentiment analysis (1) binary activation (1) text classification (1)

Papers

Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks NeurIPS 2019 Pseudo-Bayesian Learning with Kernel Fourier Transform as Prior AISTATS 2019 Importance of Self-Attention for Sentiment Analysis EMNLP 2018