Andrew Nam

According to our database, Andrew Nam authored at least 9 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Understanding Task Representations in Neural Networks via Bayesian Ablation.

Andrew Nam, Declan Campbell, Thomas L. Griffiths, Jonathan D. Cohen, Sarah-Jane Leslie

CoRR, May, 2025

Causal Head Gating: A Framework for Interpreting Roles of Attention Heads in Transformers.

Andrew Nam, Henry Conklin, Yukang Yang, Thomas L. Griffiths, Jonathan D. Cohen, Sarah-Jane Leslie

CoRR, May, 2025

Using the Tools of Cognitive Science to Understand Large Language Models at Different Levels of Analysis.

Alexander Ku, Declan Campbell, Xuechunzi Bai, Jiayi Geng, Ryan Liu, Raja Marjieh, R. Thomas McCoy, Andrew Nam, Ilia Sucholutsky, Veniamin Veselovsky, Liyi Zhang, Jian-Qiao Zhu, Thomas L. Griffiths

CoRR, March, 2025

2023

Discrete, compositional, and symbolic representations through attractor dynamics.

Andrew Nam, Eric Elmoznino, Nikolay Malkin, Chen Sun, Yoshua Bengio, Guillaume Lajoie

CoRR, 2023

Show and tell: Learning causal structures from observations and explanations.

Andrew Nam, Christopher Hughes, Thomas Icard, Tobias Gerstenberg

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2021

Identifying Posts from Reddit Talking About ADRD Caring Experiences Using Machine Learning.

Congning Ni, Jonathan Hughes, Andrew Nam, Zhijun Yin

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Racial disparities in automated speech recognition.

Allison Koenecke, Andrew Nam, Emily Lake, Joe Nudell, Minnie Quartey, Zion Mengesha, Connor Toups, John R. Rickford, Dan Jurafsky, Sharad Goel

Proc. Natl. Acad. Sci. USA, 2020

Resource-Aware Pareto-Optimal Automated Machine Learning Platform.

Yao Yang, Andrew Nam, Mohamad M. Nasr-Azadani, Teresa Tung

CoRR, 2020

2018

Applying machine learning to the flagellar motor for biosensing.

Tom J. Zajdel, Andrew Nam, Jove Yuan, Vikram R. Shirsat, Behzad Rad, Michel M. Maharbiz

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018