Morteza Lahijanian
11 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (23)
π
Renaissance Researcher
(6)
π
Keyword Champion
π₯
Unstoppable
(5)
π
Century Club
(10)
Conferences
UAI (3)
AAAI (2)
L4DC (2)
NIPS (2)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
safety certification
(2)
convex optimization
(2)
dynamical system
(2)
game theory
(1)
deep kernel learning
(1)
markov decision process
(1)
belief propagation
(1)
reproducing kernel hilbert space
(1)
dynamic programming
(1)
system identification
(1)
gaussian process regression
(1)
dynamic system
(1)
stochastic system
(1)
normalizing flow
(1)
robustness certification
(1)
optimal control
(1)
bayesian neural network
(1)
error bound
(1)
linear dynamical system
(1)
density estimation
(1)
Papers
Universal Learning of Stochastic Dynamics for Exact Belief Propagation Using Bernstein Normalizing Flows
AAAI 2026
Temporal Logic Control for Nonlinear Stochastic Systems Under Unknown Disturbances
L4DC 2025
Error Bounds for Gaussian Process Regression Under Bounded Support Noise with Applications to Safety Certification
AAAI 2025
Error Bounds for Physics-Informed Neural Networks in Fokker-Planck PDEs
UAI 2025
Beyond Winning Strategies: Admissible and Admissible Winning Strategies for Quantitative Reachability Games
IJCAI 2025
Data-driven strategy synthesis for stochastic systems with unknown nonlinear disturbances
L4DC 2024
Recursively-Constrained Partially Observable Markov Decision Processes
UAI 2024
Sound Heuristic Search Value Iteration for Undiscounted POMDPs with Reachability Objectives
UAI 2024
BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming
ICML 2023
An Algorithm for Learning Switched Linear Dynamics from Data
NIPS 2022
Safety Guarantees for Neural Network Dynamic Systems via Stochastic Barrier Functions
NIPS 2022