Jonas Landman

3 papers · 2019–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 📈 Trend Setter

Venues

ICLR (2) NeurIPS (1)

Top co-authors

Iordanis Kerenidis (2) Anupam Prakash (2) Elham Kashefi (1) Slimane Thabet (1) Constantin Dalyac (1) Hela Mhiri (1) Alessandro Luongo (1)

Research topics

Machine Learning (3) Core Methods (2) Optimization & Theory (2) Deep Learning (1) Interdisciplinary (1) Mathematics & Optimization (1) Architectures (1) Learning Types (1) Optimization (1) Science (1) Techniques (1)

Keywords

quantum computing (2) quantum machine learning (2) deep learning (1) kernel approximation (1) clustering algorithm (1) convolutional neural network (1) quantum algorithm (1) fourier series (1) random fourier feature (1) image classification (1) variational quantum circuit (1) neural network training (1)

Papers

Classically Approximating Variational Quantum Machine Learning with Random Fourier Features ICLR 2023 Quantum Algorithms for Deep Convolutional Neural Networks ICLR 2020 q-means: A quantum algorithm for unsupervised machine learning NeurIPS 2019