Oguzhan Akcin
6 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(14)
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Robotics
(2)
Capabilities
(2)
Core AI
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications
(1)
Domain-Specific
(1)
Learning Types
(1)
Methods
(1)
Keywords
submodular maximization
(2)
multi-robot system
(2)
trajectory prediction
(1)
conditional generation
(1)
time series
(1)
classification accuracy
(1)
diffusion model
(1)
deep neural network
(1)
autonomous vehicle
(1)
active labeling
(1)
data sharing
(1)
decentralized learning
(1)
resource constrained
(1)
out-of-distribution data
(1)
privacy filter
(1)
multi-robot coordination
(1)
multi-agent system
(1)
data redundancy
(1)
fleet active learning
(1)
cooperative data collection
(1)
Papers
Distributed Upload and Active Labeling for Resource-Constrained Fleet Learning
CoRL 2025
Fleet Supervisor Allocation: A Submodular Maximization Approach
CoRL 2024
Time Weaver: A Conditional Time Series Generation Model
ICML 2024
Fleet Active Learning: A Submodular Maximization Approach
CoRL 2023
Decentralized Data Collection for Robotic Fleet Learning: A Game-Theoretic Approach
CoRL 2022
Decentralized Sharing and Valuation of Fleet Robotic Data
CoRL 2021