Marco Gallieri

3 papers · 2018–2020 · 2 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 📈 Trend Setter

Venues

ICLR (2) NeurIPS (1)

Top co-authors

Jonathan Masci (3) Jan Koutnik (2) Faustino Gomez (1) Marco Ciccone (1) Mark Cannon (1) Alessio Quaglino (1) Christian Osendorfer (1) Sebastian East (1)

Research topics

Deep Learning (2) Machine Learning (2) Architectures (2) Core Methods (2) Optimization & Theory · Machine Learning (2) Mathematics & Optimization (1) Reinforcement Learning (1) Applications (1) Mathematics (1) Optimization & Theory · Deep Learning (1)

Keywords

imitation learning (1) model predictive control (1) optimal control (1) system identification (1) coordinate descent (1) differentiable programming (1) linear quadratic regulator (1) neural ordinary differential equation (1) surrogate model (1) skip connection (1) input-output stability (1) non-autonomous differential equation (1) lipschitz map (1) global asymptotic stability (1) spectral element method (1) algebraic riccati equation (1)

Papers

Infinite-Horizon Differentiable Model Predictive Control ICLR 2020 SNODE: Spectral Discretization of Neural ODEs for System Identification ICLR 2020 NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations NeurIPS 2018