Baharan Mirzasoleiman

I am a postdoctoral research fellow in Computer Science at Stanford University working with Jure Leskovec. I received my Ph.D. in Computer Science from ETH Zurich in 2017, advised by Andreas Krause.

My research focuses on developing new methods that enable efficient learning from massive datasets. More specifically, I am interested in designing techniques that can gain insights from the underlying data structure by utilizing complex and higher-order interactions between data points. The extracted information can be used to efficiently explore and robustly learn from datasets that are too large to be dealt with by traditional approaches. My methods have immediate application to high-impact problems where massive data volumes prohibit efficient learning and inference, such as huge image collections, recommender systems, Web and social services, video and other large data streams.

I was selected as a Rising Star in EECS by MIT in 2018, received an ETH medal for Outstanding Doctoral Thesis in 2017, and was a recipient of a Google Anita Borg Memorial Scholarship in 2014.

I will be joining the Computer Science Department at UCLA as an assistant professor in July 2020. Please visit my new homepage.

For the complete list, please see my Google Scholar Profile.
* indicates equal contribution

Preprints


2020

Baharan Mirzasoleiman, Jeff Bilmes, Jure Leskovec
Proc. International Conference on Machine Learning (ICML), 2020
[pdf] [long] [Code]
Saeed Vahidian, Baharan Mirzasoleiman, Alex Cloninger
Conference on Uncertainty in Artificial Intelligence (UAI), 2020
[pdf] [long]
Cody Coleman, Christopher Yeh, Steve Mussmann, Baharan Mirzasoleiman, Peter Bailis, Percy Liang, Jure Leskovec, Matei Zaharia
Proc. International Conference on Learning Representations (ICLR), 2020
[pdf] [long]

2019

Junaid Ali, Mahmoudreza Babaei, Abhijnan Chakraborty, Baharan Mirzasoleiman, Krishna Gummadi, Adish Singla
Proc. NeurIPS Workshop on Human-Centric Machine Learning, 2019
[ArXiv]

2018

Elahe Ghalebi, Baharan Mirzasoleiman, Radu Grosu, Jure Leskovec
Proc. Advances in Neural Information Processing Systems (NeurIPS), 2018
[pdf]
Baharan Mirzasoleiman, Stefanie Jegelka, Andreas Krause
Proc. Conference on Artificial Intelligence (AAAI), 2018
[pdf], [long]

2017

Baharan Mirzasoleiman
Ph.D. Thesis, ETH Zurich, 2017
[pdf]
Baharan Mirzasoleiman, Amin Karbasi, Andreas Krause
Proc. International Conference on Machine Learning (ICML), 2017
[pdf], [long]
Yatao (An) Bian, Baharan Mirzasoleiman, Joachim Buhmann, Andreas Krause
Proc. International Conference on Artificial Intelligence and Statistics (AISTAT), 2017
[pdf], [long]

2016

Baharan Mirzasoleiman, Amin Karbasi, Andreas Krause
Journal of Machine Learning Research (JMLR) vol. 17(238):1-44, 2016
[pdf]
Baharan Mirzasoleiman, Morteza Zadimoghaddam, Amin Karbasi
Proc. Advances in Neural Information Processing Systems (NIPS), 2016
[pdf], [long]
Baharan Mirzasoleiman, Ashwinkumar Badanidiyuru, Amin Karbasi
Proc. International Conference on Machine Learning (ICML), 2016
[pdf], [long]
Eric Balkanski*, Andreas Krause*, Baharan Mirzasoleiman*, Yaron Singer*
Proc. International Conference on Machine Learning (ICML), 2016
[pdf], [long]

2015

Baharan Mirzasoleiman, Amin Karbasi, Ashwinkumar Badanidiyuru, Andreas Krause
Proc. Advances in Neural Information Processing Systems (NIPS), 2015
[pdf], [long]
Baharan Mirzasoleiman, Amin Karbasi, Ashwinkumar Badanidiyuru, Jan Vondrak, Andreas Krause
Proc. Conference on Artificial Intelligence (AAAI), 2015
[pdf]

2014

Ashwinkumar Badanidiyuru, Baharan Mirzasoleiman, Amin Karbasi, Andreas Krause
Proc. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2014
[pdf]
Baharan Mirzasoleiman, Hamid Reza Rabiee, Mostafa Salehi
Proc IEEE INFOCOM International Workshop on Network Science for Communication Networks (NetSciCom), 2014
[pdf]

2013

Baharan Mirzasoleiman, Amin Karbasi, Rik Sarkar, Andreas Krause
Proc. Advances in Neural Information Processing Systems (NIPS), 2013
[pdf], [long]

2012

Mahmoudreza Babaei, Baharan Mirzasoleiman, Mahdi Jalili, Mohammad Ali Safari
Social Network Analysis and Mining (SNAM) vol. 3(4): 1249-1262, Springer, 2012
[pdf]
Baharan Mirzasoleiman, Mahmoudreza Babaei, Mahdi Jalili
Europhysics Letters (EPL) vol. 98(3):38004, 2012
[pdf]

2011

Baharan Mirzasoleiman, Mahmoudreza Babaei, Mahdi Jalili, Mohammad Ali Safari
Physical Review E vol. 84(4):046114, 2011
[pdf]
Baharan Mirzasoleiman, Mahdi Jalili
PLoS One vol. 6(5): e20512, 2011
[pdf]
Hossein Shafiei, Ahmad Khonsari, Baharan Mirzasoleiman, Mohammad Ould-Khaoua
Proc. IEEE International Conference on Communications (ICC), 2011
[pdf]

2009

Ali Jafari, Hossein Shafiei, Baharan Mirzasoleiman, Ghodrat Sepidnam
Proc. IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), 2009
[pdf]