- Annals of Statistics
- BIT Numerical Mathematics
- Communications in Mathematical Sciences
- Constructive Approximation
- Electronic Journal of Statistics (×2)
- Foundations of Computational Mathematics
- Frontiers in Applied Mathematics and Statistics (×2)
- IEEE Transactions on Image Processing (×2)
- IEEE Transactions on Neural Networks and Learning Systems
- IEEE Transactions on Signal Processing
- IEEE Signal Processing Letters
- Journal of Artificial Intelligence Research
- Journal of Machine Learning Research (×4)
- Journal of the American Mathematical Society
- Journal of the Royal Society Interface
- Linear Algebra and its Applications
- Machine Learning
- Mathematical Programming
- Numerical Linear Algebra with Applications
- SIAM Journal on Applied Algebra and Geometry (×2)
- SIAM Journal on Mathematics of Data Science (×2)
- SIAM Journal on Imaging Sciences (×2)
- SIAM Journal on Matrix Analysis and Applications (×3)
- SIAM Journal on Scientific Computing
- Machine Learning Meets Imaging Science I, II & III. Minisymposium, SIAM Meeting on Imaging Science 2020. Toronto, Ontario, Canada, July 2020 (with Qing Qu and Zhihui Zhu)
- Geometric Harmonic Analysis and Data Science I & II. Minisymposium, SIAM Meeting on Mathematics of Data Science 2020. Cincinnati, Ohio, May 2020 (with Zhizhen Zhao)
- Theory and Algorithms for Data Science I & II. Special Session for 2020 AMS Spring Central Sectional Meeting at Purdue University. West Lafayette, IN, April 2020 (with Haizhao Yang)
- Mathematical Analysis in Data Science I, II, & III. Special Session for AMS Colloquium Lectures in Joint Mathematics Meetings 2020. Denver, CO, January 2020 (with Radu Balan, Sinan Gunturk, and Ozgur Yilmaz)
- Mathematical Theory and Applications of Deep Learning I, II, & III. Minisymposium, The 9th International Congress on Industrial and Applied Mathematics (ICIAM 2019). Valencia, Spain, July 2019 (with Haizhao Yang)
- Numerical Differential Geometry I & II. Minisymposium, SIAM Meeting on Applied Algebraic Geometry 2019. Bern, Switzerland, July 2019 (with Ke Ye)
- Numerical Differential Geometry Meets Numerical Algebraic Geometry. Minisymposium, SIAM Annual Meeting 2018. Portland, OR, July 2018 (with Jose I. Rodriguez)
- Data Science with Tools from Applied Geometry and Algebra I & II. Minisymposium, SIAM Annual Meeting 2018. Portland, OR, July 2018 (with Ke Ye)
- Manifold Learning in Modern Signal Processing. Minisymposium, The 42nd SIAM Southeastern Atlantic Section Conference. Chapel Hill, NC, March 2018
- Geometry and Computational Challenges in Data Science I & II. Minisymposium, SIAM Annual Meeting 2017. Pittsburgh, PA, July 2017 (with Haizhao Yang)
- Mathematical Reviews/MathSciNet (2019—present)
- JMLR Editorial Board Reviewer (2020—present)
- AISTATS (2019, 2020)
- ICML (2019, 2020)
- NeurIPS (2019, 2020)
- AAAI (2020 Program Committee)
- Applied Mathematics and Analysis Seminar. Department of Mathematics, Duke University (2016—2017)
- American Mathematical Society
- Society for Industrial and Applied Mathematics
