Tomás Angles

4 papers · 2016–2020 · 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 🚀 Conference Pioneer

Venues

ICLR (2) AISTATS (1) JMLR (1)

Top co-authors

Stephane Mallat (3) John Zarka (2) Louis Thiry (2) Joakim Andén (1) Sixin Zhang (1) Carmine Cella (1) Georgios Exarchakis (1) Eugene Belilovsky (1) Alessandro Rudi (1) Edouard Oyallon (1)

Research topics

Deep Learning (3) Machine Learning (3) Core Methods (3) Architectures (2) Computer Vision (1) Application Areas (1) Generation (1) Learning Types (1) Models (1) Optimization & Theory (1)

Keywords

scattering transform (2) model selection (1) sparse coding (1) wavelet transform (1) signal processing (1) large-scale learning (1) homotopy algorithm (1) least squares regression (1) early stopping (1) inverse problem (1) convolutional neural network (1) variational autoencoder (1) generative adversarial network (1) invariant representation (1) iterative regularization (1) dictionary learning (1) wavelet scattering transform (1)

Papers

Deep Network Classification by Scattering and Homotopy Dictionary Learning ICLR 2020 Kymatio: Scattering Transforms in Python JMLR 2020 Generative networks as inverse problems with Scattering transforms ICLR 2018 NYTRO: When Subsampling Meets Early Stopping AISTATS 2016