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Timothy Nguyen

4 papers · 2021–2024 · 2 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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+1 more ↓ 🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
❓ The Questioner

Venues

ICLR (2) NeurIPS (2)

Top co-authors

Jaehoon Lee (2) Dilan Gorur (1) Jiefeng Chen (1) Arslan Chaudhry (1) Zhourong Chen (1) Roman Novak (1) Lechao Xiao (1)

Research topics

Machine Learning (4) Optimization & Theory (3) Artificial Intelligence (2) Learning Paradigms (2) Computer Vision (1) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Architectures (1) Generation (1) Learning Types (1) Processing (1)

Keywords

dataset distillation (2) representation learning (2) continual learning (1) catastrophic forgetting (1) language modeling (1) privacy preservation (1) neural network optimization (1) kernel ridge regression (1) subset selection (1) convolutional neural network (1) inductive bia (1) forward transfer (1) kernel meta-learning (1) image classification (1)

Papers

Understanding Transformers via N-Gram Statistics NeurIPS 2024 Is Forgetting Less a Good Inductive Bias for Forward Transfer? ICLR 2023 Dataset Distillation with Infinitely Wide Convolutional Networks NeurIPS 2021 Dataset Meta-Learning from Kernel Ridge-Regression ICLR 2021