Amin SaberiAssociate Professor
Management Science and Engineering
Institute for Computational and Mathematical Engineering
and by courtesy Electrical Engineering
A short bio.
N. Anari, S. Gharan, A. Saberi, and N. Srivastava, Approximating the Largest Root and Applications to Interlacing Families, to appear in SODA 2018
R. Vaish, S. Goel, and A. Saberi, Creating Crowdsourced Research Talks at Scale, to appear in WWW 2018. Preliminary version appeared in Learning @ Scale 2017. See also the project site and the video clip.
M. Bayati, A. Montanari, and A. Saberi, Generating Random Graphs without Short Cycles, accepted in Operations Research, 2017.
M. Akbarpour, S. Malladi, and A. Saberi, Diffusion, Seeding, and the Value of Network Information, submitted, 2017.
M. Akbarpour, A. Saberi and A. Shameli, Information aggregation in overlapping generations and the emergence of highly informed individuals, to appear in WINE 2017 (best paper award).
N. Anari, S. Gharan, L. Gurvits, and A. Saberi, Simply Exponential Approximation of the Permanent of Positive Semidefinite Matrices, FOCS 2017.
A. Shameli, T. Althoff, A. Saberi, and J. Leskovec, How Gamification Affects Physical Activity: Large-scale Analysis of Walking Challenges in a Mobile Application, WWW 2017.
A. Asadpour, M. Goemans, A. Madry, S. Oveis Gharan, A. Saberi, An O(log n/log log n)-Approximation Algorithm for the Asymmetric Traveling Salesman Problem, Operations Research 65:4, 1043-1061 (2017). (The conference version received the best paper award in SODA 2010.)
N. Anari, S. Gharan, A. Saberi, and M. Singh, Nash Social Welfare, Matrix Permanent, and Stable Polynomials, ITCS 2017 (accepted with distinction).
L. Fleischer, R. Garg, S. Kapoor, R., and A. Saberi, A Simple and Efficient Algorithm for Computing Market Equilibria, ACM Transactions on Algorithms 12(3): 34:1-34:15 (2016).
A. Kim, V. Liaghat, J. Qin, and A. Saberi, Online Energy Storage Management: an Algorithmic Approach, APPROX-RANDOM 2016.
G. Amanatidis, E. Markakis, A. Nikzad, and A. Saberi, Approximation Algorithms for Computing Maximin Share Allocations, ICALP 2015.
N. Berger, C. Borgs, J. T. Chayes, and A. Saberi, Asymptotic Behavior and Distributional Limits of Preferential Attachment Graphs, Annals of Probability, Volume 42, Number 1 (2014).
H. Nazerzadeh, A. Saberi, and R. Vohra, Dynamic Pay-Per-Action Mechanisms and Applications to Online Advertising, Operations Research 61(1): 98-111 (2013).
V. Manshadi, S. Oveis Gharan, and A. Saberi, Online Stochastic Matching: Online Actions Based on Offline Statistics, Mathematics of Operations Research 37(4): 559-573 (2012).
S. Oveis Gharan, A. Saberi, M. Singh, A Randomized Rounding Approach to the Traveling Salesman Problem, FOCS 2011 (best paper award).
A. Montanari, A. Saberi, The Spread of Innovations in Social Networks, in Proceedings of the National Academy of Sciences. See also the supplementary information, the conference version which appeared in FOCS 2009, and a short excerpt in ACM SIGecom exchanges.
V. Manshadi, S. Oveis Gharan, A. Saberi, Online Stochastic Matching: Online Actions Based on Offline Statistics, SODA 2011.
A. Mehta, A. Saberi, U. Vazirani, V. Vazirani, Adwords and Generalized On-line Matching , Journal of the ACM (2007). Conference version appeared in IEEE Symposium on Foundations of Computer Science (2005). A SIAM News article by Sara Robinson on this work.
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