Archives for Luca Massaron
“ML optimization somehow finds a way and mitigation of bias is not always possible.” Luca Massaron The debate around fairness and explainability within the AI community has never been hotter. The works of Timnit Gebru and the likes have brought ethical AI to the spotlight. Machine learning has a reputation for being a black box,…
The post Outsmarting ML Biases: A Checklist appeared first on Analytics India Magazine.
“Never overlook a Kaggle competition when it doesn’t award prizes/ranking, it may have even more interesting stuff (like xDeepFM) for you.”- Luca Massaron, Senior Data Scientist and Kaggle Master. The session “Deep Learning For Tabular Data” was presented at the DLDC 2020, also known as the Deep Learning DevCon 2020 by Luca Massaron, who is…
The post How To Use Deep Learning For Tabular Data appeared first on Analytics India Magazine.
“Never overlook a Kaggle competition when it doesn’t award prizes/ranking, it may have even more interesting stuff (like xDeepFM) for you.”- Luca Massaron, Senior Data Scientist and Kaggle Master. The session “Deep Learning For Tabular Data” was presented at the DLDC 2020, also known as the Deep Learning DevCon 2020 by Luca Massaron, who is…
The post How To Use Deep Learning For Tabular Data appeared first on Analytics India Magazine.
“The no free lunch theorem calls for prudency when solving ML problems by requiring that you test multiple algorithms and solutions with a clear mind and without prejudice.” In a paper titled, ‘The Lack of A Priori Distinctions Between Learning Algorithms’, that dates back to 1996, David Wolpert explored the following questions: Can we actually…
The post The Importance Of No Free Lunch Theorems In Deep Learning appeared first on Analytics India Magazine.
For this week’s ML practitioner’s series, Analytics India Magazine got in touch with Luca Massaron, a Kaggle master, who was a former top 10 Kaggler and a man of many talents. It is not so uncommon to have data scientists with multiple walks of life. Data science inherently is an interdisciplinary domain. However, Luca Massaron,…
The post A Machine Learning Odyssey: Interview With Kaggle Master Luca Massaron appeared first on Analytics India Magazine.