Publications


For a full list of publications, see Google Scholar

A Distributional Evaluation of Generative Image Models


Edric Tam, Barbara E Engelhardt

Under Review, 2025


On the Statistical Capacity of Deep Generative Models


Edric Tam, David B. Dunson

Under Review, 2025


Statistics and ML


Exact Sampling of Spanning Trees via Fast-forwarded Random Walks


Edric Tam, David Dunson, Leo L Duan

arXiv preprint (revision at Biometrika), 2024


Spectral Gap Regularization of Neural Networks


Edric Tam, David Dunson

arXiv preprint (revision at JMLR), 2023


Multiscale Graph Comparison via the Embedded Laplacian Discrepancy


Edric Tam, David Dunson

arXiv preprint (to be submitted to JMLR), 2022


Fiedler Regularization: Learning Neural Networks with Graph Sparsity


Edric Tam, David Dunson

ICML 2020, Proceedings of Machine Learning Research, 2020


Biomedical Applications


An mHealth App (Speech Banana) for Auditory Training: App Design and Development Study


J Tilak Ratnanather, Rohit Bhattacharya, Margo B Heston, Joanne Song, Lindsey R Fernandez, Hong Seo Lim, Seung-Wook Lee, Edric Tam, Sungho Yoo, Seung-Ho Bae, others

JMIR mHealth and uHealth, 2021


Pediatric Brainstem Gliomas: A Retrospective Study of 180 Patients from the SEER Database


Syed I Khalid, Ryan Kelly, Owoicho Adogwa, Adam Carlton, Edric Tam, Salik Naqvi, Jacob Kushkuley, Shahjehan Ahmad, Josha Woodward, Ryan Khanna, others

Pediatric neurosurgery, 2019


A receptor and neuron that activate a circuit limiting sucrose consumption


Ryan M Joseph, Jennifer S Sun, Edric Tam, John R Carlson

Elife, 2017


Axon dynamics during neocortical laminar innervation


Randal A Hand, Syed Khalid, Edric Tam, Alex L Kolodkin

Cell reports, 2015


Determining bruise etiology in muscle tissue using finite element analysis


Kevin Tang, Wyatt Sharpe, Alexandra Schulz, Edric Tam, Ian Grosse, John Tis, Dennis Cullinane

Journal of forensic sciences, 2014