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Gabriele Sarti

Data Science MSc Student

University of Trieste & SISSA

Biography

I’m a Master student in Data Science at University of Trieste and SISSA, currently working at ItaliaNLP Lab with Felice Dell’Orletta for my thesis project on NLP. My research interests focus on interpreting deep models and understanding their learning dynamics, in particular when dealing with natural language. I am also interested in positive social applications of machine learning and AI ethics.

Interests

  • Natural Language Processing
  • Interpretability in Deep Learning
  • Socially-oriented AI Applications
  • Representation Learning

Education

  • MSc in Data Science and Scientific Computing, expected 2020

    University of Trieste & SISSA, IT

  • DEC in Software Development and Management, 2018

    C├ęgep de Saint-Hyacinthe, CA

Recent & Upcoming Talks

Neural Language Models: the New Frontier of Natural Language Understanding

An overview of the latest advances in the field of NLP, with a focus on neural models and language understanding.

The Literary Ordnance: When the Writer is an AI

Discussing the applications of AI and NLP in the fields of literature and digital humanities.

Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

Is it possible to induce sparseness in neural networks while preserving its performances? An overview of latest advances in making neural approaches more parsimonious

Projects

AItalo Svevo: Letters from an Artificial Intelligence

Generating letters with a neural language model in the style of Italo Svevo, a famous italian writer of the 20th century.

Histopathologic Cancer Detection with Neural Networks

A journey into the state of the art of histopathologic cancer detection approaches.