Murat Arcak
6 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (17) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π Keyword Champion (2)
π
Renaissance Researcher
(5)
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Optimization & Theory
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Robotics
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Systems
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Learning Types
(1)
Keywords
gaussian process
(2)
chance-constrained optimization
(2)
scenario optimization
(2)
policy gradient
(1)
parameter estimation
(1)
system identification
(1)
state space model
(1)
recurrent neural network
(1)
robust control
(1)
frequency domain
(1)
ordinary differential equation
(1)
genetic algorithm
(1)
control policy
(1)
integral quadratic constraint
(1)
stability guarantee
(1)
probabilistic guarantee
(1)
controller synthesis
(1)
reachability analysis
(1)
data-driven control
(1)
reachable set
(1)
Papers
Learning Biomolecular Models using Signal Temporal Logic
L4DC 2025
Nonconvex scenario optimization for data-driven reachability
L4DC 2024
Frequency Domain Gaussian Process Models for $H^β$ Uncertainties
L4DC 2023
Probabilistic Invariance for Gaussian Process State Space Models
L4DC 2023
Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems
AAAI 2022
Estimating Reachable Sets with Scenario Optimization
L4DC 2020