Shahriar Shariat

Welcome to my WebSite!

My name is Shahriar Shariat and I am a computer scientist specialized in machine learning and computer vision.

I received my PhD from the Computer Science department of Rutgers University-New Brunswick under the advisement of Prof. Vladimir Pavlovic. Before that, I received my MSc in Information Technology from Sharif University and my BSc from Isfahan University of Technology.

Also, visit my Linkedin page

My name in Persian (Farsi): شهریار شریعت

Research Interests

Sequence modelling
Learning theory
Statistical learning
Computer vision

Publications

Shariat, Shahriar, Burkay Orten, and Ali Dasdan. "Online evaluation of bid prediction models in a large-scale computational advertising platform: decision making and insights." Knowledge and Information Systems (2017): 51(1) 37-60. [PDF][Code]
Sahin Geyik, Jianqiang Shen, Shahriar Shariat, Ali Dasdan. "Towards Data Quality Assessment in Online Advertising ." SIGKDD Enterprise Intelligence workshop, (2016)
Shahriar, Shariat, and Vladimir Pavlovic. "Robust time-series retrieval using probabilistic adaptive segmental alignment." Knowledge and Information Systems 49.1 (2016): 91-119. [PDF]
Tsourides, Kleovoulos, Shahriar Shariat, Hossein Nejati, Tapan K. Gandhi, Annie Cardinaux, Christopher T. Simons, Ngai-Man Cheung, Vladimir Pavlovic, and Pawan Sinha. "Neural correlates of the food/non-food visual distinction." Biological psychology 115 (2016): 35-42.[PDF]
Zhou, Bowen, and Shahriar Shariat. "Finding Needle in a Million Metrics: Anomaly Detection in a Large-scale Computational Advertising Platform." WSDM - TargetAd workshop (2016). [PDF]
Shariat, Shahriar, Burkay Orten, and Ali Dasdan. "Online model evaluation in a large-scale computational advertising platform." Data Mining (ICDM), 2015 IEEE International Conference on. IEEE, 2015. [PDF][Code]
Shen, Jianqiang, Burkay Orten, Sahin Cem Geyik, Daniel Liu, Shahriar Shariat, Fang Bian, and Ali Dasdan. "From 0.5 million to 2.5 million: Efficiently scaling up real-time bidding." Data Mining (ICDM), 2015 IEEE International Conference on. IEEE, 2015. [PDF]
Shariat, Shahriar, and Vladimir Pavlovic. "A new adaptive segmental matching measure for human activity recognition." Proceedings of the IEEE International Conference on Computer Vision. 2013. [PDF]
Shariat, Shahriar, and Vladimir Pavlovic. "Improved sequence classification using adaptive segmental sequence alignment." ACML. 2012. [PDF]
Shariat, Shahriar, and Vladimir Pavlovic. "Isotonic CCA for sequence alignment and activity recognition." Computer Vision (ICCV), 2011 IEEE International Conference on. IEEE, 2011.[PDF][Code]
Shariat, Shahriar, et al. "Sparse dictionary methods for EEG signal classification in face perception." Machine Learning for Signal Processing (MLSP), 2010 IEEE International Workshop on. IEEE, 2010. [PDF]
Shariat, Shahriar, Hamid R. Rabiee, and Mohammad Khansari. "Inferring a Bayesian network for content-based image classification." Advances in Computer Science and Engineering (2009): 211-218. [PDF]

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