Farnam Mansouri
We are not thinking machines who feel, we are feeling machines who think.
About me
I am interested in Statistics, Machine learning, Deep learning, and optimization.
As a hobby I play Iranian traditional instrument Santoor. I love hiking, swimming, biking, badminton, table tennis, and table football. Recently started bouldering, also I occasionally draw.
For more information please check my CV.
Publications
Preference-Based Batch and Sequential Teaching: Towards a Unified View of Models
(F. Mansouri, Y. Chen, A. Vartanian, X. Zhu, A. Singla), In Proc. of the 33rd Conference on Neural Information Processing Systems (NeurIPS'19), 2019 (to appear)
ChOracle: A Unified Statistical Framework for Churn Prediction
(A. Khodadadi, A. Hosseini, E. Pajouheshgar, F. mansouri, H. R. Rabiee), ArXiv 1909.06868
Projects
Churn Prediction
We purposed a new variational model for churn prediction problem, using recurrent neural network and point process.
01.06.2017Internship with Max Planck
I had several internships from July 2018 to September 2019, under supervision of of Dr. Singla, in Machine Teaching Group. My works mainly consisted Machine Teaching, Teaching Complexity, Reinforcement Learning, and Curriculum Learning.
Learn More05.07.2018Detecting micro-classification on Mammography
We purposed a new method for detecting micro-classification on a mammography using convolutional neural networks.
01.05.2018Contact
- Office 509, Campus E1 5, 66123 Saarbrücken, Germany
