Home Publications Teaching
 

Ali Makhdoumi

Assistant Professor

Fuqua School of Business, Decision Sciences

Email: ali.makhdoumi (at) duke (dot) edu

Address: W315, 100 Fuqua drive, Durham, NC


My main research interests are optimization, game theory, networks, and learning theory with applications to social and technological systems. Before joining Fuqua, I received my PhD degree from Laboratory for Information and Decision Systems (LIDS) at Massachusetts Institute of Technology. I was lucky to be advised by Professor Asuman Ozdaglar and Professor Daron Acemoglu.

Here is a link to my Google Scholar



Publications

Working Papers:

Optimal Subscription Planning for Digital Goods

With Saeed Alaei and Azarakhsh Malekian, 2019, submitted

Too Much Data: Prices and Inefficiencies in Data Markets

With Daron Acemoglu, Azarakhsh Malekian, Asuman Ozdaglar, 2019, submitted

Maximizing Sequence-Submodular Functions and its Application to Online Advertising

With Saeed Alaei and Azarakhsh Malekian, Minor Revision, Management Science, 2019

Learning From Reviews: The Selection Effect and the Speed of Learning

With Daron Acemoglu, Azarakhsh Malekian, Asuman Ozdaglar, Revise and Resubmit, Econometrica, 2019

Strategic Dynamic Pricing with Network Effects

With Azarakhsh Malekian, Asuman Ozdaglar, working paper

Journal Papers:

Informational Braess' Paradox: The Effect of Information on Traffic Congestion

With Daron Acemoglu, Azarakhsh Malekian, Asuman Ozdaglar
Operations Research , 2018

Privacy-Constrained Network Formation

With Daron Acemoglu, Azarakhsh Malekian, Asuman Ozdaglar
Games and Economics Behavior , 2017.

Convergence Rate of Distributed ADMM over Networks

With Asuman Ozdaglar
IEEE Transactions on Automatic Control , 2017.

Principal Inertia Components and Applications

With Flavio Calmon, Muriel Médard, Mayank Varia, Mark Christiansen, Ken Duffy
IEEE Transactions on Information Theory , 2017.

Network Maximal Correlation

With Soheil Feizi, Ken Duffy, Manolis Kellis, Muriel Médard.
IEEE Transactions on Network Sceience and Engineering , 2017.

Work in Progress:

Bayesian Social Learning with Heterogeneous Preferences: Effects of Diversity

With Daron Acemoglu, Azarakhsh Malekian, Asuman Ozdaglar

Dynamic Mechanism for Selling Data

With Kimon Drakopoulos

Refereed Conference Papers:

  1. A. Makhdoumi, A. Malekian, A. Ozdaglar, Optimal Dynamic Pricing of Network Goods (short version), Allerton Conference on Communication, Control, and Computing, 2017.
  2. A. Rezaee, A. Beirami, A. Makhdoumi, M. Médard, K. Duffy, Guesswork Subject to a Total Entropy Budget, Allerton Conference on Communication, Control, and Computing, 2017.
  3. A. Makhdoumi, A. Ozdaglar, Graph Balancing for Distributed Subradient Methods over Directed Graphs, Conference on Decision and Control (CDC), 2015.
  4. A. Makhdoumi, A. Ozdaglar, Broadcast-based Distributed Alternating Direction Method of Multipliers, Allerton Conference on Communication, Control, and Computing, 2014.
  5. A. Makhdoumi, F. Calmon, M. Médard, Forgot Your Password: Correlation Dilution, International Symposium on Information Theory (ISIT), 2015.
  6. F. Calmon, A. Makhdoumi, M. Médard, Fundamental Limits of Perfect Privacy, International Symposium on Information Theory (ISIT), 2015.
  7. A. Makhdoumi, S. Salamatian, N. Fawaz, M. Médard, From Information Bottleneck to Privacy Funnel, Information Theory Workshop (ITW), 2014.
  8. A. Makhdoumi, N. Fawaz, Utility-Privacy Trade-off under Statistical Uncertainty, Allerton Conference on Communication, Control, and Computing, 2013.
  9. A. Makhdoumi, S. Huang, M. Médard, Y. Polyanskiy, On Locally Decodable source Coding, International Conference on Communication (ICC), 2015.
  10. A. Beirami, R. Calderbank, M. Christiansen, K. Duffy, A. Makhdoumi, M. Médard, A geometric perspective on guesswork, Allerton Conference on Communication, Control, and Computing, 2015.
  11. U. Speidel, T. A. Gulliver, A. Makhdoumi, M. Médard, Using T-codes as locally decodable source codes, Information Theory Workshop (ITW), 2014.
  12. S. Feizi, D. E. Lucani, C. W. Sørensen, A. Makhdoumi, M. Médard, Tunable Sparse Network Coding for Multicast Networks, NetCod, 2014.
  13. A. Makhdoumi, H. K. Abadi, P. Pad, H. Saeedi, F. Marvasti, A. Alishahi, Capacity Achieving Linear Codes with Random Binary Sparse Generating Matrices, International Symposium on Information Theory (ISIT), 2012.

Teaching