César Laurent

4 papers · 2016–2021 · 4 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

🚀 Conference Pioneer

Venues

AISTATS (1) ICML (1) Interspeech (1) NeurIPS (1)

Top co-authors

Pascal Vincent (3) Xavier Bouthillier (2) Thomas George (2) Nicolas Ballas (1) Simon Lacoste-Julien (1) Philemon Brakel (1) R Devon Hjelm (1) Aristide Baratin (1) Yoshua Bengio (1) Guillaume Lajoie (1)

Research topics

Machine Learning (4) Deep Learning (3) Optimization & Theory · Machine Learning (3) Learning Types (2) Optimization & Theory · Deep Learning (2) Artificial Intelligence (1) Speech & Audio (1) Architectures (1) Core AI (1) Core Methods (1) Recognition (1)

Keywords

feature alignment (1) representation learning (1) neural tangent kernel (1) sequence labeling (1) model evaluation (1) deep learning theory (1) deep learning (1) neural network optimization (1) acoustic modeling (1) natural gradient (1) gradient descent (1) connectionist temporal classification (1) second-order optimization (1) convolutional neural network (1) recurrent neural network (1) implicit regularization (1) research methodology (1) end-to-end speech recognition (1) kronecker factorization (1) empirical research (1)

Papers

Implicit Regularization via Neural Feature Alignment AISTATS 2021 Unreproducible Research is Reproducible ICML 2019 Fast Approximate Natural Gradient Descent in a Kronecker Factored Eigenbasis NeurIPS 2018 Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks Interspeech 2016