Yenson Lau

3 papers · 2017–2020 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

CVPR (1) ICLR (1) ICML (1)

Top co-authors

John Wright (3) Han-wen Kuo (3) Yuqian Zhang (3) Abhay Pasupathy (1) Sky Cheung (1) Pengcheng Zhou (1) Qing Qu (1)

Research topics

Computer Vision (2) Mathematics & Optimization (2) Optimization (2) Processing (2) Machine Learning (1) Mathematics (1) Optimization & Theory (1)

Keywords

non-convex optimization (2) blind deconvolution (1) sparse signal recovery (1) image deblurring (1) optimization landscape (1) signal deconvolution (1) convolutional dictionary learning (1) sparse signal (1) geometric characterization (1) union of subspace (1) deconvolution algorithm (1) global geometry (1) sphere constraint (1) short-and-sparse deconvolution (1)

Papers

Short and Sparse Deconvolution --- A Geometric Approach ICLR 2020 Geometry and Symmetry in Short-and-Sparse Deconvolution ICML 2019 On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution CVPR 2017