Thomas Frerix

4 papers · 2017–2021 · 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 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ICML (2) ICCV (1) ICLR (1)

Top co-authors

Daniel Cremers (3) Alexander Mordvintsev (1) Dmitrii Kochkov (1) Joan Bruna (1) Thomas Möllenhoff (1) Stephan Hoyer (1) Michael Moeller (1) Philip Haeusser (1) Michael Brenner (1) Jamie Smith (1)

Research topics

Machine Learning (2) Mathematics & Optimization (2) Optimization (2) Optimization & Theory (2) Artificial Intelligence (1) Deep Learning (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Mathematics (1) Models (1)

Keywords

neural network training (1) matrix factorization (1) gradient descent (1) state estimation (1) coordinate descent (1) quadratic penalty (1) proximal operator (1) dynamical system (1) inverse problem (1) weather forecasting (1) graph fourier transform (1) numerical weather prediction (1) numerical prediction (1) orthogonal matrix (1) givens rotation (1) implicit gradient (1) chaotic system (1) unitary matrix (1) backpropagation algorithm (1) variational data assimilation (1)

Papers

Variational Data Assimilation with a Learned Inverse Observation Operator ICML 2021 Approximating Orthogonal Matrices with Effective Givens Factorization ICML 2019 Proximal Backpropagation ICLR 2018 Associative Domain Adaptation ICCV 2017