Richard Stearns
4 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
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Cross-Pollinator
(7)
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Hot Topic Early Bird
Conferences
AAAI (2)
ICML (2)
Top co-authors
Keywords
discrete dynamical system
(3)
active query
(2)
query complexity
(2)
network learning
(1)
social network
(1)
boolean function
(1)
fixed point
(1)
coalition formation
(1)
network topology inference
(1)
boolean network
(1)
integer linear program
(1)
synthetic network
(1)
networked dynamical system
(1)
active query learning
(1)
interaction function
(1)
networked social system
(1)
combinatorial optimization
(1)
network contagion
(1)
pac learning
(1)
topology learning
(1)
Papers
Efficient PAC Learnability of Dynamical Systems Over Multilayer Networks
ICML 2024
Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems: Complexity, Special Case Algorithms and Heuristics
AAAI 2022
Efficiently Learning the Topology and Behavior of a Networked Dynamical System Via Active Queries
ICML 2022
Bounds and Complexity Results for Learning Coalition-Based Interaction Functions in Networked Social Systems
AAAI 2020