Thomas George

3 papers · 2018–2023 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ACL (1) AISTATS (1) NeurIPS (1)

Top co-authors

César Laurent (2) Pascal Vincent (2) Irene Li (1) Nicolas Ballas (1) Simon Lacoste-Julien (1) R Devon Hjelm (1) Vanessa Yan (1) Rina Kawamura (1) Aristide Baratin (1) Benjamin Chen (1)

Research topics

Machine Learning (3) Core Methods (2) Optimization & Theory · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Applications (1) Learning Paradigms (1) Learning Types (1) Optimization & Theory · Deep Learning (1)

Keywords

feature alignment (1) representation learning (1) neural tangent kernel (1) transfer learning (1) feature extraction (1) text classification (1) educational resources (1) bert model (1) deep learning theory (1) neural network optimization (1) bert language model (1) natural gradient (1) gradient descent (1) second-order optimization (1) implicit regularization (1) kronecker factorization (1) survey generation (1) gradient covariance (1) educational resource discovery (1)

Papers

A Transfer Learning Pipeline for Educational Resource Discovery with Application in Survey Generation ACL 2023 Implicit Regularization via Neural Feature Alignment AISTATS 2021 Fast Approximate Natural Gradient Descent in a Kronecker Factored Eigenbasis NeurIPS 2018