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Hi there 👋

I'm a PhD student at University of Cagliari (UniCa) and my research interest lay in Recommender Systems and end-user Explainability tecniques. I'm currently working on designing end-to-end Language Models for Explainable Recommendation. Previously I mostly worked with Knowledge-Aware Recommender Systems and Path Reasoning methods.

I'm teaching assistant of Algorithm and Data Structure in my University and I previously interned for 4 months at Amazon as Applied Scientist in the Targeting Science Ads team.

I train my models using Paperspace which gives you the chance to lease paying monthly subscription GPUs such as A100 80Gb, A6000 etc. Click here to get my referral and get 10$ of credit for free.

Giacoballoccu's GitHub stats.

gballoccu's Projects

bovw-userinshoplocator icon bovw-userinshoplocator

Matlab model trained on EgoCart dataset to locate from a picture the position of a user on the market. Using KNN and Bag of Visual Words

deep-rl-class icon deep-rl-class

This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.

deeplearning-drowsinessdetection icon deeplearning-drowsinessdetection

Entire pipeline for binary drowsiness detection on UTA dataset. Training of an SVM blink detector for the feature extraction and model the data in a sequential way in order to test the performance of LSTM networks on the task. This project is a simplificated version of the great work of this paper: https://arxiv.org/abs/1904.07312

dla-sentimentanalysis icon dla-sentimentanalysis

Sentiment analysis using different types of Bidirectional Recurrent Neural Networks on Amazon reviews dataset. The results are confronted with two baseline models which are an SVM and a RF model.

explodingdjanni icon explodingdjanni

Card game, max 4 players, every player draw a card every tour, in the deck there're special cards, do nothing cards, or bombs, when you hit a bomb you're out

graphcomparison icon graphcomparison

Automatic deployment using terraform of a comparator on AWS between time elapsed in computation between a Graph implemented with python and spark GraphFrame state of art methods.

kad-fs icon kad-fs

An utility tool to convert knowledge augmented datasets (data + kg) from a format to another. Knowledge Augmented Datasets Format Swapper

kgat-ml1m icon kgat-ml1m

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

metalslugclone icon metalslugclone

A three levels metal slug clone, available for mobile and desktop

pgpr icon pgpr

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

rep-path-reasoning-recsys icon rep-path-reasoning-recsys

A unified framework to evaluate path reasoning methods across multiple beyond accuracy dimension and path (explanation) quality perspectives

smartwalletapp icon smartwalletapp

A small web application for handling and converting cryptocurrency amounts. (Blockfolio concept)

spark-terraform icon spark-terraform

This project create an Hadoop and Spark cluster on Amazon AWS with Terraform

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