Publications

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. Pure and Spurious Critical Points: a Geometric Study of Linear Networks. Submitted, 2019.

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. On the Expressive Power of Deep Polynomial Neural Networks. NeurIPS, 2019.

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. Gradient Dynamics of Shallow Univariate ReLU Networks. NeurIPS, 2019.

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. Multigraded Cayley-Chow Forms. Advances in Mathematics, 2019.

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. Coordinate-Free Carlsson-Weinshall Duality and Relative Multi-View Geometry. IEEE Conference on Computer Vision and Pattern Recognition (Oral), 2019.

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. On the Solvability of Viewing Graphs. European Conference on Computer Vision, 2018.

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. Consistent Sets of Lines with no Colorful Incidence. 34th International Symposium on Computational Geometry (SoCG), 2018.

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. Changing Views on Curves and Surfaces. Acta Mathematica Vietnamica, 2017.

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. General models for rational cameras and the case of two-slit projections. IEEE Conference on Computer Vision and Pattern Recognition, 2017.

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. Congruences and Concurrent Lines in Multi-View Geometry. Advances in Applied Mathematics, 2017.

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Teaching

Fall 2019
Introduction to Computer Vision (Special Topics in Data Science)
DS-GA 3001.005/.006
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