Sarvapali Ramchurn
5 papers · 2013–2022 · 4 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· Bronze πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
multiple instance learning
(2)
reward modeling
(1)
hybrid algorithm
(1)
agent interaction
(1)
trajectory analysis
(1)
interpretable model
(1)
temporal dependency
(1)
bag-level classification
(1)
search space
(1)
coalition structure generation
(1)
non-markovian reward
(1)
team formation
(1)
network metric
(1)
teamwork value
(1)
team performance prediction
(1)
optimal coalition
(1)
subspace shrinking
(1)
reward modelling
(1)
trajectory label
(1)
instance interaction
(1)
Papers
Model Agnostic Interpretability for Multiple Instance Learning
ICLR 2022
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning
NeurIPS 2022
Learning the Value of Teamwork to Form Efficient Teams
AAAI 2020
ODSS: Efficient Hybridization for Optimal Coalition Structure Generation
AAAI 2020
C-Link: A Hierarchical Clustering Approach to Large-Scale Near-Optimal Coalition Formation
IJCAI 2013