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Morteza Haghir Chehreghani

An Efficient Local Search Approach for Polarized Community Discovery in Signed Networks

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Feb 04, 2025
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Efficient Prior Selection in Gaussian Process Bandits with Thompson Sampling

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Feb 03, 2025
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Sample-Efficient Curriculum Reinforcement Learning for Complex Reward Functions

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Oct 22, 2024
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Diversity-Aware Reinforcement Learning for de novo Drug Design

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Oct 14, 2024
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A GREAT Architecture for Edge-Based Graph Problems Like TSP

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Aug 29, 2024
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Analysing the Behaviour of Tree-Based Neural Networks in Regression Tasks

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Jun 17, 2024
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Less Is More -- On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP

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Mar 25, 2024
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Tactical Decision Making for Autonomous Trucks by Deep Reinforcement Learning with Total Cost of Operation Based Reward

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Mar 11, 2024
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Tree Ensembles for Contextual Bandits

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Feb 10, 2024
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Effective Acquisition Functions for Active Correlation Clustering

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Feb 05, 2024
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