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Morteza Haghir Chehreghani
Model-Centric and Data-Centric Aspects of Active Learning for Neural Network Models

Oct 08, 2020
John Daniel Bossér, Erik Sörstadius, Morteza Haghir Chehreghani


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A Generic Framework for Clustering Vehicle Motion Trajectories

Sep 25, 2020
Fazeleh S. Hoseini, Sadegh Rahrovani, Morteza Haghir Chehreghani


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Efficient Optimization of Dominant Set Clustering with Frank-Wolfe Algorithms

Aug 05, 2020
Carl Johnell, Morteza Haghir Chehreghani


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A Deep Learning Framework for Generation and Analysis of Driving Scenario Trajectories

Jul 28, 2020
Andreas Demetriou, Henrik AlfsvÄg, Sadegh Rahrovani, Morteza Haghir Chehreghani


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Frank-Wolfe Optimization for Dominant Set Clustering

Jul 22, 2020
Carl Johnell, Morteza Haghir Chehreghani


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Memory-Efficient Sampling for Minimax Distance Measures

May 26, 2020
Fazeleh Sadat Hoseini, Morteza Haghir Chehreghani


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On the Unreasonable Effectiveness of Knowledge Distillation: Analysis in the Kernel Regime

Mar 30, 2020
Arman Rahbar, Ashkan Panahi, Chiranjib Bhattacharyya, Devdatt Dubhashi, Morteza Haghir Chehreghani


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Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction

Mar 27, 2020
Ali Samadzadeh, Fatemeh Sadat Tabatabaei Far, Ali Javadi, Ahmad Nickabadi, Morteza Haghir Chehreghani

* 10 pages, 7 figures, 2 tables 

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An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles

Mar 03, 2020
Niklas Åkerblom, Yuxin Chen, Morteza Haghir Chehreghani


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Hierarchical Correlation Clustering and Tree Preserving Embedding

Feb 18, 2020
Morteza Haghir Chehreghani


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Lifelong Learning Starting From Zero

Jun 24, 2019
Claes StrannegÄrd, Herman Carlström, Niklas Engsner, Fredrik MÀkelÀinen, Filip Slottner Seholm, Morteza Haghir Chehreghani

* To appear in AGI 2019 

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Spectral Analysis of Kernel and Neural Embeddings: Optimization and Generalization

May 13, 2019
Emilio Jorge, Morteza Haghir Chehreghani, Devdatt Dubhashi


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Nonparametric feature extraction based on Minimax distance

Apr 27, 2019
Morteza Haghir Chehreghani

* 11 pages 

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Trip Prediction by Leveraging Trip Histories from Neighboring Users

Dec 25, 2018
Yuxin Chen, Morteza Haghir Chehreghani


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Nonparametric Feature Extraction from Dendrograms

Dec 21, 2018
Morteza Haghir Chehreghani, Mostafa Haghir Chehreghani


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Reliable Agglomerative Clustering

Dec 20, 2018
Morteza Haghir Chehreghani


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Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting

Jul 17, 2017
Yuxin Chen, Jean-Michel Renders, Morteza Haghir Chehreghani, Andreas Krause

* 18 pages, 6 figures, to appear in the Conference on Uncertainty in Artificial Intelligence (UAI) 2017 

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