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Mohsen Bayati

Associate Professor of Operations, Information and Technology at Graduate School of Business
Courtesy appointment in Electrical Engineering
Advising faculty in Biomedical Informatics
Stanford University


Activities


Research interests (for papers click here)

  • Personalized decision-making: I work on machine learning and statistical challenges of personalized decision-making. The problems that I have worked on are primarily motivated by healthcare applications.
  • Network models and message-passing algorithms: In particular, I work on graphical model ideas motivated from statistical physics and their applications in statistical inference.

Teaching

  • Spring 2018: OIT 604: Data, Learning, and Decision-Making
  • Winter 2018: OIT 367 Business Intelligence from Big Data
  • Winter 2017: OIT 536 Data for Action: From Insights to Applications
  • Winter 2017: OIT 367 Business Intelligence from Big Data
  • Winter 2016: OIT 536 Data for Action: From Insights to Applications
  • Winter 2016: OIT 367 Business Intelligence from Big Data
  • Spring 2015: OIT 673 Data-driven Decision Making and Applications in Healthcare
  • Winter 2015: OIT 367 Business Intelligence from Big Data
  • Winter 2014: OIT 367 Business Intelligence from Big Data
  • Winter 2013: OIT 367 Business Intelligence from Big Data
  • Spring 2012: OIT 267 Data and Decisions - Accelerated

Collaborators

    Erjie Ang, Michael Aratow, Susan Athey, Nevin C Baker, Hamsa Bastani, Neda Beheshti, Jose Bento, Sonia Bhaskar, Margaret Bjarnadottir, Cristian Borgs, Alfredo Braunstein, Mark Braverman, Jennifer Chayes, Lee Dicker, Nikolay Doudchenko, Murat. A Erdogdu, David Gamarnik, Margot Gerritsen, Michael Gillam, David Gleich, Joel Goh, Ramki Gummadi, J. Michael Harrison, Eric Horvitz, Guido Imbens, Adel Javanmard, Ramesh Johari, Satyen Kale, Yash Kanoria, Dmitry Katz, Raghu Keshavan, Abtin Keshavarzian, Khashayar Khosravi, Jeong Han Kim, Neha Kumar, Sara Kwasnick, Marc Lelarge, Karen Mack, Yury Makarychev, Andrea Montanari, David Moore, Shubha Nabar, Chandra Nair, Sewoong Oh, Erica Plambeck, Balaji Prabhakar, Sheng Qiang, Abolfazl Ramezanpour, Hank Rappaport, George Ruiz, Amin Saberi, Devavrat Shah, Mayank Sharma, Sunny Singh, Mark Smith, Marc Squillante, Erika Strandberg, Prasad Tetali, Rebecca Torguson, Ron Waksman, Ying Wang, Riccardo Zecchina, Stefanos Zenios

Contact Info

Knight Management Center
655 Knight Way, E363
Stanford, CA 94305
Phone: (650) 725-2285
Fax:(650) 724-7402
E-mail: aaa@stanford.edu
aaa= bayati

                            Assistant: Sandra Davis
655 Knight Way, E324
Stanford, CA 94305
Phone:(650) 736-0939
Fax:(650) 724-7402
Email: bbb@stanford.edu
bbb=srdavis