Osman Mian
4 papers · 2023–2026 · 2 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(2)
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Cross-Pollinator
(10)
Conferences
AAAI (3)
AISTATS (1)
Top co-authors
Research topics
Keywords
causal discovery
(3)
minimum description length
(2)
causal network
(2)
gaussian process
(1)
communication efficiency
(1)
regret optimization
(1)
continuous time
(1)
dynamical system
(1)
multi-environment learning
(1)
event sequence
(1)
federated causal discovery
(1)
sequential pattern mining
(1)
association rule mining
(1)
intervention detection
(1)
algorithmic causation
(1)
algorithmic model of causation
(1)
federated learning
(1)
rule set discovery
(1)
causal inference
(1)
structure learning
(1)
Papers
SEQRET: Mining Rule Sets from Event Sequences
AAAI 2026
Causal Structure Learning for Dynamical Systems with Theoretical Score Analysis
AAAI 2026
Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments
AAAI 2023
Nothing but Regrets โ Privacy-Preserving Federated Causal Discovery
AISTATS 2023