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08/25/2023
Human-in-the-loop online just-in-time software defect prediction
Online Just-In-Time Software Defect Prediction (O-JIT-SDP) uses an onlin...
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03/30/2023
Contextual Combinatorial Bandits with Probabilistically Triggered Arms
We study contextual combinatorial bandits with probabilistically trigger...
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03/01/2023
Efficient Explorative Key-term Selection Strategies for Conversational Contextual Bandits
Conversational contextual bandits elicit user preferences by occasionall...
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02/15/2023
On-Demand Communication for Asynchronous Multi-Agent Bandits
This paper studies a cooperative multi-agent multi-armed stochastic band...
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02/01/2023
Toward a consistent performance evaluation for defect prediction models
In defect prediction community, many defect prediction models have been ...
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08/31/2022
Federated Online Clustering of Bandits
Contextual multi-armed bandit (MAB) is an important sequential decision-...
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08/31/2022
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms
In this paper, we study the combinatorial semi-bandits (CMAB) and focus ...
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04/19/2022
Test suite effectiveness metric evaluation: what do we know and what should we do?
Comparing test suite effectiveness metrics has always been a research ho...
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06/09/2021
Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning
Multi-layered network exploration (MuLaNE) problem is an important probl...
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02/05/2021
Mutant reduction evaluation: what is there and what is missing?
Background. Many mutation reduction strategies, which aim to reduce the ...
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06/24/2020
Online Competitive Influence Maximization
Online influence maximization has attracted much attention as a way to m...
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10/07/2018