Publications

Publications

See Google Scholar for full details.
* denotes equal contribution

Efficient Maximal Coding Rate Reduction by Variational Forms [arxiv]
Christina Baek*, Ziyang Wu*, Kwan Ho Ryan Chan, Tianjiao Ding, Yi Ma, Benjamin D. Haeffele
Conference of Computer Vision and Pattern Recognition (CVPR) 2022

Computational Benefits of Intermediate Rewards for Hierarchical Planning [arxiv]
Yuexiang Zhai, Christina Baek, Zhengyuan Zhou, Jiantao Jiao, Yi Ma
Journal of Artificial Intelligence Research 2022

Assessing Generalization of SGD via Disagreement [arxiv]
Yiding Jiang*, Vaishnavh Nagarajan*, Christina Baek, and J. Zico Kolter
International Conference on Learning Representations (ICLR) 2022 (Spotlight)
International Conference in Machine Learning (ICML) Workshop on Overparameterization: Pitfalls & Opportunities 2021

Incremental Learning via Rate Reduction [arxiv]
Ziyang Wu*, Christina Baek*, Chong You, and Yi Ma
Conference of Computer Vision and Pattern Recognition (CVPR) 2021.
International Conference in Machine Learning (ICML) Workshop on Theory and Foundation of Continual Learning 2021 (Oral)

The Landscape of Genetic Content in the Gut and Oral Human Microbiome [paper]
Braden Tierney, Zhen Yang, Jacob Luber, Marc Beaudin, Marsha Wibowo, Christina Baek, Chirag Patel, and Aleksandar Kostic
Cell Host and Microbe, 26(2): 283-295, 2019

Ubiquitin specific peptidase 11 (USP11) enhances TGF-b-induced epithelial-mesenchymal plasticity and human breast cancer metastasis [paper]
Daniel Garcia, Christina Baek, Monica Estrada, Tiffani Tysl, Eric Bennett, Jing Yang, and John Chang
Molecular Cancer Research, 16(7): 1172-1184, 2018

Inhibition of Spontaneous and Experimental Lung Metastasis of Soft-Tissue Sarcoma by Tumor-Targeting Salmonella typhimurium A1-R [paper]
Shinji Miwa, Yong Zhang, Kyung-Eun Baek, Fuminari Uehara, Shuya Yano, Mako Yamamoto, Yukihiko Hiroshima, Yasunori Matsumoto, Hiroaki Kimura, Katsuhiro Hayashi, Norio Yamamoto, Michael Bouvet, Hiroyuki Tsuchiya, Robert Hoffman, and Ming Zhao.
Oncotarget, 5(24): 12849-12861, 2014

Last updated Jan 4, 2021