activity
20182025
most citedInference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning

58 citations · 92 across the 4 of their papers we have counts for

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cs.LG2025

ConBatch-BAL: Batch Bayesian Active Learning under Budget Constraints

Pablo G. Morato, Charalampos P. Andriotis, Seyran Khademi

Varying annotation costs among data points and budget constraints can hinder the adoption of active learning strategies in real-world applications. This work introduces two Bayesia…

cs.LG2019★ 5 cited

Value of structural health information in partially observable stochastic environments

C. P. Andriotis, K. G. Papakonstantinou, E. N. Chatzi

Efficient integration of uncertain observations with decision-making optimization is key for prescribing informed intervention actions, able to preserve structural safety of deteri…