Chehreghani, Morteza Haghir

24 publications

NeurIPS 2025 An Efficient Local Search Approach for Polarized Community Discovery in Signed Networks Linus Aronsson, Morteza Haghir Chehreghani

ICLR 2025 Bayesian Analysis of Combinatorial Gaussian Process Bandits Jack Sandberg, Niklas Åkerblom, Morteza Haghir Chehreghani

TMLR 2025 Cost-Efficient Online Decision Making: A Combinatorial Multi-Armed Bandit Approach Arman Rahbar, Niklas Åkerblom, Morteza Haghir Chehreghani

IJCAI 2025 Diversity-Aware Reinforcement Learning for De Novo Drug Design Hampus Gummesson Svensson, Christian Tyrchan, Ola Engkvist, Morteza Haghir Chehreghani

TMLR 2024 Correlation Clustering with Active Learning of Pairwise Similarities Linus Aronsson, Morteza Haghir Chehreghani

CVPR 2024 Hierarchical Correlation Clustering and Tree Preserving Embedding Morteza Haghir Chehreghani, Mostafa Haghir Chehreghani

TMLR 2024 Tree Ensembles for Contextual Bandits Hannes Nilsson, Rikard Johansson, Niklas Åkerblom, Morteza Haghir Chehreghani

MLJ 2024 Utilizing Reinforcement Learning for De Novo Drug Design Hampus Gummesson Svensson, Christian Tyrchan, Ola Engkvist, Morteza Haghir Chehreghani

TMLR 2023 A Combinatorial Semi-Bandit Approach to Charging Station Selection for Electric Vehicles Niklas Åkerblom, Morteza Haghir Chehreghani

IJCAI 2023 Efficient Online Decision Tree Learning with Active Feature Acquisition Arman Rahbar, Ziyu Ye, Yuxin Chen, Morteza Haghir Chehreghani

MLJ 2023 Online Learning of Network Bottlenecks via Minimax Paths Niklas Åkerblom, Fazeleh Sadat Hoseini, Morteza Haghir Chehreghani

MLJ 2023 Shift of Pairwise Similarities for Data Clustering Morteza Haghir Chehreghani

MLJ 2022 A Unified Framework for Online Trip Destination Prediction Victor Eberstein, Jonas Sjöblom, Nikolce Murgovski, Morteza Haghir Chehreghani

IJCAI 2020 An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles Niklas Åkerblom, Yuxin Chen, Morteza Haghir Chehreghani

MLJ 2020 Learning Representations from Dendrograms Morteza Haghir Chehreghani, Mostafa Haghir Chehreghani

MLJ 2020 Unsupervised Representation Learning with Minimax Distance Measures Morteza Haghir Chehreghani

AAAI 2019 A Non-Convex Optimization Approach to Correlation Clustering Erik Thiel, Morteza Haghir Chehreghani, Devdatt P. Dubhashi

AAAI 2017 Classification with Minimax Distance Measures Morteza Haghir Chehreghani

UAI 2017 Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting Yuxin Chen, Jean-Michel Renders, Morteza Haghir Chehreghani, Andreas Krause

MLJ 2016 Adaptive Trajectory Analysis of Replicator Dynamics for Data Clustering Morteza Haghir Chehreghani

UAI 2016 Modeling Transitivity in Complex Networks Morteza Haghir Chehreghani, Mostafa Haghir Chehreghani

ECML-PKDD 2016 Transactional Tree Mining Mostafa Haghir Chehreghani, Morteza Haghir Chehreghani

AISTATS 2012 Information Theoretic Model Validation for Spectral Clustering Morteza Haghir Chehreghani, Alberto Giovanni Busetto, Joachim M. Buhmann

ECML-PKDD 2011 The Minimum Transfer Cost Principle for Model-Order Selection Mario Frank, Morteza Haghir Chehreghani, Joachim M. Buhmann