Aneta Neumann
8 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π Conference Pioneer
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Research topics
Keywords
submodular optimization
(3)
approximation algorithm
(3)
greedy algorithm
(3)
runtime analysis
(2)
combinatorial optimization
(2)
reinforcement learning
(2)
stackelberg game
(2)
evolutionary algorithm
(2)
attack graph
(2)
influence maximization
(1)
graph connectivity
(1)
network security
(1)
path planning
(1)
chernoff bound
(1)
shortest path
(1)
stochastic boolean function evaluation
(1)
chance constraint
(1)
edge interdiction
(1)
submodular function
(1)
adversarial learning
(1)
Papers
Theoretical Analysis of Evolutionary Algorithms with Quality Diversity for a Classical Path Planning Problem
IJCAI 2025
Limited Query Graph Connectivity Test
AAAI 2024
Diverse Approximations for Monotone Submodular Maximization Problems with a Matroid Constraint
IJCAI 2023
Rigorous Runtime Analysis of MOEA/D for Solving Multi-Objective Minimum Weight Base Problems
NeurIPS 2023
Scalable Edge Blocking Algorithms for Defending Active Directory Style Attack Graphs
AAAI 2023
Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs
AAAI 2022
Optimization of Chance-Constrained Submodular Functions
AAAI 2020
Pareto Optimization for Subset Selection with Dynamic Cost Constraints
AAAI 2019