p03_papers.md

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Jounal Articles

Geometry and Symmetry in Short-and-Sparse Deconvolution {:.title} Han-Wen Kuo, Yuqian Zhang, Yenson Lau, John Wright {:.author} SIAM Journal on Mathematics of Data Science, 2019 {:.booktitle}

preprint bibtex poster slides

@article{kuo2019geometry, title={Geometry and symmetry in short-and-sparse deconvolution}, author={Kuo, Han-Wen and Zhang, Yuqian and Lau, Yenson and Wright, John}, journal={arXiv preprint arXiv:1901.00256}, year={2019} } }

Short-and-Sparse Deconvolution — A Geometric Approach {:.title} Yenson Lau^, Qing Qu^, Han-Wen Kuo, Pengcheng Zhou, Yuqian Zhang, John Wright {:.author} In review, 2020 {:.booktitle}

preprint bibtex

@article{lau2019short, title={Short-and-Sparse Deconvolution — A Geometric Approach}, author={Lau, Yenson and Qu, Qing and Kuo, Han-Wen and Zhou, Pengcheng and Zhang, Yuqian and Wright, John}, journal={Preprint}, year={2020} } }

Structured Local Optima in Sparse Blind Deconvolution {:.title} Yuqian Zhang, Han-Wen Kuo, John Wright {:.author} IEEE Transactions on Information Theory, 2019 {:.booktitle}

preprint bibtex

@article{zhang2018structured, title={Structured local optima in sparse blind deconvolution}, author={Zhang, Yuqian and Kuo, Han-Wen and Wright, John}, journal={arXiv preprint arXiv:1806.00338}, year={2018} }

Dictionary Learning in Fourier Transform Scanning Tunneling Spectroscopy {:.title} Sky C. Cheung, John Y. Shin, Yenson Lau, Zhengyu Chen, Ju Sun, Yuqian Zhang, John N. Wright, and Abhay N. Pasupathy, {:.author} Preprint, 2018 {:.booktitle}

preprint bibtex

@article{cheung2018dictionary, title={Dictionary Learning in Fourier Transform Scanning Tunneling Spectroscopy}, author={Cheung, Sky C and Shin, John Y and Lau, Yenson and Chen, Zhengyu and Sun, Ju and Zhang, Yuqian and Wright, John N and Pasupathy, Abhay N}, journal={arXiv preprint arXiv:1807.10752}, year={2018} }

On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution {:.title} Yuqian Zhang, Yenson Lau, Han-Wen Kuo, Sky Cheung, Abhay Pasupathy, John Wright {:.author} IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019 {:.booktitle}

paper bibtex

@article{zhang2019global, author={Y. {Zhang} and Y. {Lau} and H. {Kuo} and S. {Cheung} and A. {Pasupathy} and J. N. {Wright}}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, title={On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution}, year={2019}, doi={10.1109/TPAMI.2019.2939237}, ISSN={0162-8828}}

Conference Submissions

Geometry and Symmetry in Short-and-Sparse Deconvolution {:.title} Han-Wen Kuo, Yuqian Zhang, Yenson Lau, John Wright {:.author} Proceedings of the 36th International Conference on Machine Learning, 2019 {:.booktitle}

paper bibtex poster slides

@inproceedings{kuo2019geometry, title={Geometry and Symmetry in Short-and-Sparse Deconvolution}, author={Kuo, Han-Wen and Zhang, Yuqian and Lau, Yenson and Wright, John}, booktitle={International Conference on Machine Learning}, pages={3570--3580}, year={2019} }

Short-and-Sparse Deconvolution — A Geometric Approach {:.title} Yenson Lau^, Qing Qu^, Han-Wen Kuo, Pengcheng Zhou, Yuqian Zhang, John Wright {:.author} International Conference on Learning Representations, 2020 {:.booktitle}

paper bibtex

@article{lau2019short, title={Short-and-Sparse Deconvolution — A Geometric Approach}, author={Lau, Yenson and Qu, Qing and Kuo, Han-Wen and Zhou, Pengcheng and Zhang, Yuqian and Wright, John}, journal={International Conference on Learning Representations}, year={2020} } }

Structured Local Minima in Sparse Blind Deconvolution {:.title} Yuqian Zhang, Han-Wen Kuo, John Wright {:.author} Advances in Neural Information Processing Systems, 2018 {:.booktitle}

paper bibtex

@inproceedings{zhang2018structured, title={Structured local minima in sparse blind deconvolution}, author={Zhang, Yuqian and Kuo, Han-Wen and Wright, John}, booktitle={Advances in Neural Information Processing Systems}, pages={2322--2331}, year={2018} }

On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution {:.title} Yuqian Zhang, Yenson Lau, Han-Wen Kuo, Sky Cheung, Abhay Pasupathy, John Wright {:.author} Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017 {:.booktitle}

paper bibtex

@inproceedings{zhang2017global, title={On the global geometry of sphere-constrained sparse blind deconvolution}, author={Zhang, Yuqian and Lau, Yenson and Kuo, Han-wen and Cheung, Sky and Pasupathy, Abhay and Wright, John}, booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition}, pages={4894--4902}, year={2017} }

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