Konstantinos Gatsis
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Robotics
(2)
Systems
(2)
Computer Science
(1)
Deep Learning
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
neural ode
(2)
optimal control
(2)
markov chain monte carlo
(1)
pretraining
(1)
posterior distribution
(1)
reward function
(1)
linear regression
(1)
quadratic programming
(1)
communication efficiency
(1)
network optimization
(1)
bayesian inverse reinforcement learning
(1)
hamiltonian monte carlo
(1)
neural ordinary differential equation
(1)
adjoint method
(1)
nonlinear system
(1)
control barrier function
(1)
connected autonomous system
(1)
data informativeness
(1)
control lyapunov function
(1)
lyapunov method
(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