Tamara Alexandra Cucumides(1/2) The intuition behind PAC-learning and VC dimension (with little math)The math behind machine learning and data science in general might be quite challenging since it requires to know things about…3 min read·Apr 29, 2021--1--1
Tamara Alexandra CucumidesLearning-to-rank with LightGBM (Code example in python)LightGBM: brief description and usage5 min read·Jan 22, 2020--6--6
Tamara Alexandra Cucumidesintam_recomiendaW9: The Effect of Explanations and Algorithms on Visual RecSysEste es mi comentario a The effect of explanations and algorithmic accuracy on visual recommender systems of artistic images de Dominguez…3 min read·Oct 13, 2019----
Tamara Alexandra Cucumidesintam_recomiendaW7: Ensemble recommendations via Thompson sampling: an experimental study within e-CommerceEsta es mi crítica a Ensemble recommendations via Thompson sampling: an experimental study within e-Commerce de Brodén, B., Hammar, M…2 min read·Oct 3, 2019----
Tamara Alexandra Cucumidesintam_recomiendaW6: Deep neural networks for youtube recommendationsEsta es mi crítica a Deep neural networks for youtube recommendations de Covington, P., Adams, J., & Sargin, E. (2016)3 min read·Sep 22, 2019----
Tamara Alexandra Cucumidesintam_recomiendaW5: BPR: Bayesian personalized ranking from implicit feedbackEsta es mi crítica a BPR: Bayesian personalized ranking from implicit feedback de Rendle, S., Freudenthaler, C., Gantner, Z., &…3 min read·Sep 16, 2019----
Tamara Alexandra Cucumidesintam_recomiendaW4: Content-based artwork recommendation: integrating painting metadata with neural and…Esta es mi critica a Content-based artwork recommendation: integrating painting metadata with neural and manually-engineered visual…3 min read·Sep 9, 2019----
Tamara Alexandra Cucumidesintam_recomiendaW4: Content-based recommendation systems.Esta es mi crítica a Content-based recommendation systems. de Pazzani, M. J., & Billsus, D. (2007).3 min read·Sep 8, 2019----
Tamara Alexandra Cucumidesintam_recomiendaW3: Evaluating recommendation systemsEsta es mi crítica a Evaluating recommendation systems de Guy, S., & Gunawardana, A.. (2011)3 min read·Sep 2, 2019----
Tamara Alexandra Cucumidesintam_recomiendaW3: Evaluating collaborative filtering recommender systems.Esta es mi crítica a Evaluating collaborative filtering recommender systems de Herlocker, J. L., Konstan, J. A., Terveen, L. G., & Riedl…3 min read·Sep 2, 2019----