Lista de secções
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Groups and choices: first assignment
Possible Choices:
- Lecture (being in Teacher shoes)
- Exercise (being in a TA shoes)
Group "name":
- Members: Erwan Benmansour, Rayan Feghoul, Antoine Gajan
- Paper: [quost2018classification] Quost, B., & Destercke, S. (2018). Classification by pairwise coupling of imprecise probabilities. Pattern Recognition, 77, 412-425.
- Choice: "Being in a teacher shoes"
Group "name":
- Members: Clara India Dolisi, Maria Kuqi, Sonia Memaj
- Paper: [zaffalon2012evaluating] Zaffalon, M., Corani, G., & Mauá, D. (2012). Evaluating credal classifiers by utility-discounted predictive accuracy. International Journal of Approximate Reasoning, 53(8), 1282.
- Choice: "Being in a teacher shoes"
Group "name":
- Members: Jiawen Ji, Jiajun Li, Elsa Strassia
- Paper: [couso2000survey] Couso, I., Moral, S., & Walley, P. (2000). A survey of concepts of independence for imprecise probabilities. Risk, Decision and Policy, 5(2), 165-181.
- Choice: "Being in a teacher shoes"
Group "name":
- Members: Gabrielle Abboud, Lina Amrani, Samia Korichi
- Paper: [nguyen2023learning] Vu-Linh Nguyen, Haifei Zhang and Sébastien Destercke. Learning sets of Probabilities through ensemble methods. ECSQARU 2023
- Choice: "Being in a teacher shoes"
Group "name":
- Members: Sidorela Bejdo, Amarildo Xhyra, Ziyuan Zang
- Paper: [mantas2014credal] Mantas, Carlos J., and Joaquin Abellan. "Credal-C4. 5: Decision tree based on imprecise probabilities to classify noisy data." Expert Systems with Applications 41.10 (2014): 4625-4637.
- Choice: "Being in a teacher shoes"
Groups and choices: second assignment
Possible Choices:
- Blog/implementation (wake up the blogger in you)
- Explain in accessible way (explain to high school nephew)
Group "name":
- Members: Sonia Memaj, Amarildo Xhyra, Jiajun Li
- Paper: [silva2023classifier] Silva Filho, T., Song, H., Perello-Nieto, M., Santos-Rodriguez, R., Kull, M., & Flach, P. (2023). Classifier calibration: a survey on how to assess and improve predicted class probabilities. Machine Learning, 1-50.
- Choice: "wake up the blogger in you"
Group "name":
- Members: Gabrielle Abboud, Erwan Benmansour, Clara India Dolisi
- Paper: [alarcon2021imprecise] Alarcon, Y. C. C., & Destercke, S. (2021). Imprecise gaussian discriminant classification. Pattern Recognition, 112, 107739
- Choice: "wake up the blogger in you"
Group "name":
- Members: Rayan Feghoul, Samia Korichi, Maria Kuqi
- Paper: [angelopoulos2021gentle] Angelopoulos, A. N., & Bates, S. (2021). A gentle introduction to conformal prediction and distribution-free uncertainty quantification.
- Choice: "wake up the blogger in you"
Group "name":
- Members: Lina Amrani, Sidorela Bejdo, Elsa Strassia
- Paper: [corani2008learning] Corani, G., & Zaffalon, M. (2008). Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2. Journal of Machine Learning Research, 9(4).
- Choice: "Explain to your high-school nephew"
Group "name":
- Members: Antoine Gajan, Jiawen Ji, Ziyuan Zang
- Paper: [maua2018robustifying] Mauá, D. D., Conaty, D., Cozman, F. G., Poppenhaeger, K., & de Campos, C. P. (2018). Robustifying sum-product networks. International Journal of Approximate Reasoning, 101, 163-180.
- Choice: "Explain to your high-school nephew"