Research Output per year
Personal profile
Education / Academic qualification
Computer Science, Master in Science, University of Massachusetts
Industrial Engineering and Operations Research, Master in Science, University of Massachusetts
Computer Science, Doctor of Philosophy, University of Massachusetts
Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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Research Output 2004 2016
Why most decisions are easy in Tetris—And perhaps in other sequential decision problems, as well
Şimşek, Ö., Algorta, S. & Kothiyal, A. 2016 Proceedings of the 33nd International Conference on Machine Learning (ICML 2016), New York City, NY, USA, June 19-24, 2016. Balcan, M-F. & Weinberger, K. Q. (eds.). p. 1757-1765 9 p. (JMLR Workshop and Conference Proceedings; vol. 48)Research output: Chapter in Book/Report/Conference proceeding › Chapter
Open Access
Learning from small samples: An analysis of simple decision heuristics
Şimşek, Ö. & Buckmann, M. 2015 Advances in Neural Information Processing Systems 28 (NIPS 2015): Annual Conference on Neural Information Processing Systems, Montreal, Quebec, Canada, December 7-12, 2015. Cortes, C., Lawrence, N. D., Lee, D. D., Sugiyama, M. & Garnett, R. (eds.). Curran Associates, Inc., p. 3159-3167 9 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
Open Access
Heuristics
Small sample
Animals
Linear decision rule as aspiration for simple decision heuristics
Şimşek, Ö. 2013 Advances in Neural Information Processing Systems 26 (NIPS 2013), 27th Annual Conference on Neural Information Processing Systems 2013: Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States. Burges, C. J. C., Bottou, L., Welling, M., Ghahramani, Z. & Weinberger, K. Q. (eds.). Curran Associates, Inc., p. 2904-2912 9 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
Open Access
Heuristics
Aspiration
Approximation
Skill characterization based on betweenness
Şimşek, Ö. & Barto, A. G. 2009 Advances in Neural Information Processing Systems 21 (NIPS 2008): Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008. Koller, D., Schuurmans, D., Bengio, Y. & Bottou, L. (eds.). Curran Associates, Inc., p. 1497-1504 8 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
Open Access
59
Citations
Navigating networks by using homophily and degree
Şimşek, Ö. & Jensen, D. 2 Sep 2008 In : Proceedings of the National Academy of Sciences. 105, 35, p. 12758-12762 5 p.Research output: Contribution to journal › Article
Open Access
network
decision
social network
method
system