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Konstantinos Gatsis

5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14)

Conferences

L4DC (3) ICML (1) UAI (1)

Top co-authors

Keyan Miao (3) Ondrej Bajgar (1) Han Wang (1) Antonis Papachristodoulou (1) Michael Osborne (1) Alessandro Abate (1) Liqun Zhao (1)

Keywords

federated learning (1) distributed learning (1) linear regression (1) communication efficiency (1) network optimization (1) neural ode (1) nonlinear system (1) connected autonomous system (1) data informativeness (1) state observer (1) luenberger observer (1)

Papers

Opt-ODENet: Neural ODE Controller Design with Differentiable Optimization Layers for Safety and Stability L4DC 2025 How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective ICML 2024 Walking the Values in Bayesian Inverse Reinforcement Learning UAI 2024 Learning Robust State Observers using Neural ODEs L4DC 2023 Linear Regression over Networks with Communication Guarantees L4DC 2021