Publikationen von Özgür Şimşek

Zeitschriftenartikel (7)

2022
Zeitschriftenartikel
Katsikopoulos, K. V., Şimşek, Ö., Buckmann, M., & Gigerenzer, G. (2022). Transparent modeling of influenza incidence: Big data or a single data point from psychological theory? International Journal of Forecasting, 38(2), 613–619. https://doi.org/10.1016/j.ijforecast.2020.12.006
Zeitschriftenartikel
Katsikopoulos, K. V., Şimşek, Ö., Buckmann, M., & Gigerenzer, G. (2022). Reply to commentaries on "Transparent modelling of influenza incidence": Recency heuristics and psychological AI. International Journal of Forecasting, 38(2), 630–634. https://doi.org/10.1016/j.ijforecast.2021.10.011
2016
Zeitschriftenartikel
Buckmann, M., & Şimşek, Ö. (2016). Decision heuristics for comparison: How good are they? Proceedings of Machine Learning Research, 58, 1–11.
Zeitschriftenartikel
Lichtenberg, J. M., & Şimşek, Ö. (2016). Simple regression models. Proceedings of Machine Learning Research, 58, 13–25.
Zeitschriftenartikel
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.
Zeitschriftenartikel
Şimşek, Ö., & Buckmann, M. (2016). On learning decision heuristics. Proceedings of Machine Learning Research, 58, 75–85.
2005
Zeitschriftenartikel
Katsikopoulos, K., & Simsek, Ö. (2005). Optimal doubling strategy against a suboptimal opponent. Journal of Applied Probability, 42, 867–872.

Konferenzbeitrag (2)

2015
Konferenzbeitrag
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.), 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
Konferenzbeitrag
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.), 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.

Hochschulschrift - Master (2)

2016
Hochschulschrift - Master
Lichtenberg, J. M. (2016). On regularization and cross validation [Masterarbeit, Humboldt-Universität zu Berlin].
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