Mahed Abroshan

According to our database, Mahed Abroshan authored at least 16 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Imposing Fairness Constraints in Synthetic Data Generation.

Mahed Abroshan, Andrew Elliott, Mohammad Mahdi Khalili

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Conservative Policy Construction Using Variational Autoencoders for Logged Data With Missing Values.

Mahed Abroshan, Kai Hou Yip, Cem Tekin, Mihaela van der Schaar

IEEE Trans. Neural Networks Learn. Syst., September, 2023

Revisiting DeepFool: generalization and improvement.

Alireza Abdollahpourrostam, Mahed Abroshan, Seyed-Mohsen Moosavi-Dezfooli

CoRR, 2023

Learning machines for health and beyond.

Mahed Abroshan, Oscar Giles, Sam F. Greenbury, Jack Roberts, Mihaela van der Schaar, Jannetta S. Steyn, Alan Wilson, May Yong

CoRR, 2023

Loss Balancing for Fair Supervised Learning.

Mohammad Mahdi Khalili, Xueru Zhang, Mahed Abroshan

Proceedings of the International Conference on Machine Learning, 2023

Symbolic Metamodels for Interpreting Black-Boxes Using Primitive Functions.

Mahed Abroshan, Saumitra Mishra, Mohammad Mahdi Khalili

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift.

Gholamali Aminian, Mahed Abroshan, Mohammad Mahdi Khalili, Laura Toni, Miguel R. D. Rodrigues

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Multilayer Codes for Synchronization From Deletions and Insertions.

Mahed Abroshan, Ramji Venkataramanan, Albert Guillén i Fàbregas

IEEE Trans. Inf. Theory, 2021

Fair Sequential Selection Using Supervised Learning Models.

Mohammad Mahdi Khalili, Xueru Zhang, Mahed Abroshan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Improving Fairness and Privacy in Selection Problems.

Mohammad Mahdi Khalili, Xueru Zhang, Mahed Abroshan, Somayeh Sojoudi

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Coding for Deletion Channels with Multiple Traces.

Mahed Abroshan, Ramji Venkataramanan, Lara Dolecek, Albert Guillén i Fàbregas

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Coding for Segmented Edit Channels.

Mahed Abroshan, Ramji Venkataramanan, Albert Guillen i Fabregas

IEEE Trans. Inf. Theory, 2018

Efficient Systematic Encoding of Non-binary VT Codes.

Mahed Abroshan, Ramji Venkataramanan, Albert Guillén i Fàbregas

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017

Multilayer codes for synchronization from deletions.

Mahed Abroshan, Ramji Venkataramanan, Albert Guillen i Fabregas

Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Codes for channels with segmented edits.

Mahed Abroshan, Ramji Venkataramanan, Albert Guillen i Fabregas

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2015

Zero error coordination.

Mahed Abroshan, Amin Aminzadeh Gohari, Sidharth Jaggi

Proceedings of the 2015 IEEE Information Theory Workshop, 2015