Publications of Özgür Şimşek

Journal Article (6)

2021
Journal Article
Katsikopoulos, K., Şimşek, Ö., Buckmann, M., & Gigerenzer, G. (2021). Transparent modeling of influenza incidence: Big data or a single data point from psychological theory? International Journal of Forecasting. Advance online publication. https://doi.org/10.1016/j.ijforecast.2020.12.006
2016
Journal Article
Buckmann, M., & Şimşek, Ö. (2016). Decision heuristics for comparison: How good are they? Proceedings of Machine Learning Research, 58, 1–11.
Journal Article
Lichtenberg, J. M., & Şimşek, Ö. (2016). Simple regression models. Proceedings of Machine Learning Research, 58, 13–25.
Journal Article
Şimşek, Ö., Algórta, S., & Kothiyal, A. (2016). Why most decisions are easy in tetris - and perhaps in other sequential decision problems, as well. Proceedings of Machine Learning Research, 48, 1757–1765.
Journal Article
Şimşek, Ö., & Buckmann, M. (2016). On learning decision heuristics. Proceedings of Machine Learning Research, 58, 75–85.
2005
Journal Article
Katsikopoulos, K., & Simsek, Ö. (2005). Optimal doubling strategy against a suboptimal opponent. Journal of Applied Probability, 42, 867–872.

Conference Paper (2)

2015
Conference Paper
Şimşek, Ö., & Buckmann, M. (2015). Learning from small samples: An analysis of simple decision heuristics. In C. Cortes, N. D. Lawrence, D. D. Lee, M. Sugiyama, & R. Garnett (Eds.), Advances in neural information processing systems (NIPS 2015) [Online version] (Vol. 28, pp. 3141–3149). Curran Associates.
2014
Conference Paper
Şimşek, Ö. (2014). Linear decision rule as aspiration for simple decision heuristics. In C. J. C. Burges, L. Bottou, M. Welling, Z. Ghahramani, & K. Q. Weinberger (Eds.), Advances in neural information processing systems: Vol. 26. 27th Annual Conference on Neural Information Processing Systems 2013 [Online version] (pp. 2904–2912). Curran Associates.

Thesis - Master (2)

2016
Thesis - Master
Lichtenberg, J. M. (2016). On regularization and cross validation [Master's Thesis, Humboldt-Universität zu Berlin].
2014
Thesis - Master
Buckmann, M. (2014). An empirical analysis of the performance of simple decision heuristics in dynamic environments [Master's Thesis, Humboldt-Universität zu Berlin].
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