Publications
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Some worst-case datasets of deterministic first-order methods for solving binary logistic regression. Accepted for publication in AIMS Inverse Problems and Imaging, 2019.
- Publication here.
- Preprint here.
- Citation: Ouyang, Y., Squires, T.: Some worst-case datasets of deterministic first-order methods for solving binary logistic regression.Inverse Problems and Imaging (2019)
Submitted
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Universal Conditional Gradient Sliding. Submitted for publication in SIAM Journal of Optimization, 2021.
Presented Talks
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Mathematical Introduction to Machin Learning. Slides
- Internal Presentation at US Army's Geospatial Research Lab. 2019.
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Lower Complexity Bound for Binary Logistic Regression. Slides
- Master's Thesis Presentation at Clemson University. 2020.
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Sliding Alternating Direction Method of Multipliers. Slides
- CORI Summer Seminar. 2021. (Online)
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Universal Conditional Gradient Sliding. Slides
- CORI Summer Seminar. 2020. (Online)
- INFORMS Annual Conference. 2021. (Online)
A photo during my talk on machine learning methods to the US Army's Geospatial Research Laboratory