Academic Publications

Here you can find a list of publications and preprints in which some of MLJC members are involved. 

Azeglio, Simone et al. «Improving Neural Predictivity in the Visual Cortex with Gated Recurrent Connections ». April 2022. Brainscore Workshop 2022, CoSyNe 2022.  

Azeglio, Simone et al. «Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings». October 2021. arXiv.org,

Di Bernardo, Arianna et al. «Latin writing styles analysis with Machine Learning: New approach to old questions». September 2021. arXiv.org,

Zubov, Kirill et al. «NeuralPDE: Automating Physics-Informed Neural Networks (PINNs) with Error Approximations». July 2021. arXiv.org.

Bottero, Luca et al. «Physics-Informed Machine Learning Simulator for Wildfire Propagation»Proceedings of AAAI-MLPS 2021

Bottero, Luca et al. «Physics-Informed Machine Learning Simulator for Wildfire Propagation». December 2020. arXiv.org

Reports

Here you can find a list of periodic or special reports

 

Azeglio, Simone, et al. «Machine Learning Journal Club 2021 Activity Annual Report». March 2021

Other Publications

Here you can find a list of articles written by MLJC members.

Azeglio, Simone, et al. «A Bunch of Words: An Introduction to SpaCy on CORD-19»Medium, 10 dicembre 2020.

Pasqualini, Jacopo. «A Creative Introduction to EDA»Medium, 18 ottobre 2020.

Di Bernardo, Arianna. «Validation Strategies»Medium, 16 settembre 2020.

Di Bernardo, Arianna. «Overfitting Review and the Validation Intervention»Medium, 5 settembre 2020.

Azeglio, Simone. «The Last Step in Data Preprocessing: Handling Missing Values»Medium, 30 agosto 2020.

Azeglio, Simone, et al. Machine Learning Journal. «DAIgnosis: Exploring the Space of Metrics». Medium, 22 maggio 2020,

Azeglio, Simone. «Data Spectrometry or How to Preprocess Your Data». Medium, 31 luglio 2020.

Azeglio, Simone. «DeepFake Detection Challenge: An Overview». Medium, 28 agosto 2020.

Azeglio, Simone. «The Learning Problem: Comparison between Brain and Machine». Medium, 24 settembre 2019.