John Zarka

4 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 📈 Trend Setter

Venues

ICLR (3) JMLR (1)

Top co-authors

Stephane Mallat (4) Louis Thiry (2) Tomás Angles (2) Florentin Guth (2) Carmine Cella (1) Georgios Exarchakis (1) Eugene Belilovsky (1) Edouard Oyallon (1) Michael Eickenberg (1) Joan Bruna (1)

Research topics

Deep Learning (4) Machine Learning (3) Architectures (3) Core Methods (3) Optimization & Theory · Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Core AI (1) Optimization & Theory · Deep Learning (1)

Keywords

convolutional neural network (2) image classification (2) scattering transform (2) signal processing (1) wavelet coefficients (1) homotopy algorithm (1) fisher discriminant (1) deep neural network (1) invariant representation (1) linear separability (1) wavelet scattering transform (1) phase collapse (1) dictionary learning (1) thresholding operator (1) sparse coding (1) sparse representation (1)

Papers

Phase Collapse in Neural Networks ICLR 2022 Separation and Concentration in Deep Networks ICLR 2021 Deep Network Classification by Scattering and Homotopy Dictionary Learning ICLR 2020 Kymatio: Scattering Transforms in Python JMLR 2020