Latest research projects, publications, and talks
Phase Retrieval via Second-Order Nonsmooth Optimization [conference paper]
Posted
Zhong Zhuang, Gang Wang, Yash Travadi, Ju Sun (assistant professor)
ICML workshop on Beyond First Order Methods in Machine Learning
Inverse Problems, Deep Learning, and Symmetry Breaking [conference paper]
Posted
Kshitij Tayal (Ph.D. student), Chieh-Hsin Lai, Vipin Kumar (professor), Ju Sun (assistant professor)
ICML workshop on ML Interpretability for Scientific Discovery
End-to-End Learning for Phase Retrieval [conference paper]
Posted
Raunak Manekar (Ph.D. student), Kshitij Tayal (Ph.D. student), Vipin Kumar (professor), Ju Sun (assistant professor)
ICML workshop on ML Interpretability for Scientific Discovery
Does deep learning solve the phase retrieval problem? [talk]
Posted
Ju Sun (assistant professor)
SIAM Conference on Imaging Science
Nullable Compositions [talk]
Posted
Favonia (assistant professor)
International Congress on Mathematical Software (ICMS) 2020
Bypassing the ambient dimension: Private sgd with gradient subspace identification [preprint]
Posted
Yingxue Zhou (Ph.D. student), Zhiwei Steven Wu (adjunct assistant professor), Arindam Banerjee (adjunct professor)
Private Stochastic Non-Convex Optimization: Adaptive Algorithms and Tighter Generalization Bounds [preprint]
Posted
Yingxue Zhou (Ph.D. student), Xiangyi Chen, Mingyi Hong, Zhiwei Steven Wu (adjunct assistant professor), Arindam Banerjee (adjunct professor)
Low-Photon Holographic Phase Retrieval [conference paper]
Posted
David A. Barmherzig, Ju Sun (assistant professor)
OSA Imaging and Applied Optics Congress
Low Complexity Computation of the Pseudo-Inverse of a Digraph Laplacian [conference paper]
Posted
Daniel Boley (professor)
XXI Householder Symposium on Numerical Linear Algebra
Cellular Cohomology in Homotopy Type Theory [journal]
Posted
Kuen-Bang Hou Favonia (assistant professor), Ulrik Buchholtz
Logical Methods in Computer Science