Name: Luis Marcos Lรณpez
Type: User
Bio: ๐ป Data science master student at UniPd.โโโโโโโโโโโโโโโ
๐ฒ Love board games, hiking, reading, traveling, languages and football.
Location: Padova, Italy
Blog: https://www.linkedin.com/in/luis-marcos-lopez-casines/
Luis Marcos Lรณpez's Projects
Implementation, testing and comparison of different methods to detect anomalies on clients spendings.
Study of gradient descent and block coordinate gradient descent to approach a semi-supervised classification problem.
Solve clustering problems using k-center with outliers algorithm.
Complete data analysis project for the Statistical learning course. Data from a store dataset coming from Kaggle is used.
Test state-of-the-art CNN architectures to count people on crowded images.
Image classification model to predict what type of deforestation appears in the images. Objective is early detection of this type of actions in protected lands
A research on feature selection strategies to detect fakery in psychological tests.
Project for the Machine Learning course that implements some machine learning algorithms to classify images from the Fashion MNIST dataset.
HW for the Big Data Computation course. Use Apache Spark and MapReduce algorithm to extract information from a dataset.
Guessing a secret code using Minisat22.
Analysis of per capita solar energy consumption over time. Implementation of concepts learned during the course "Business_economic_&_financial_data" to a renewable energy dataset.
Comparison of DBNs and FFNN, stressing on understanding how DBNs work and how robust they are against noise and adversarial attacks.
Study of four first order Frank Wolfe algorithms to solve constrained non-convex problems in the context of white box adversarial attacks.