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followers: 93.0 following: 49.0 repos: 62.0 gists: 3.0

Name: Marco De Nadai

Type: User

Company: @spotify

Twitter: denadai2

Blog: http://www.marcodena.it

Hi there 👋

git config --global user.name "Marco De Nadai"

I am a Research Scientist at Spotify, a world-wide audio streaming and media services company. I do research on Graph Neural Networks (GNNs) and sequential models to recommend personalized talk content (e.g. podcasts) to millions of users. Previously, I have been an Applied Scientist at Zalando, a world-leading e-commerce platform with more than 48 million customers. I built Machine Learning solutions to recommend outfits (i.e. sets of clothes that match well together) to customers. For example, if a customer finds a pair of jeans they like, our algorithms recommend matching items (e.g. shoes, sweater) to complete the look.

🌱 I’m also interested in Machine Learning and Computer Vision. Check my research in Google Scholar
😄 My GitHub profile is not representative of my code quality. My code is usually hidden from the public!
⚡ I have a website

💬 LinkedIn | Twitter

Recent Papers:

NeurIPS 2021: Smoothing the disentangled latent style space for unsupervised image-to-image translation
Scientific Reports: Living in a pandemic: adaptation of individual mobility and social activity in the US
CVPR 2021: Efficient training of visual transformers with small-size datasets

Marco De Nadai's Projects

a-tale-of-cities---code

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

apps-mobility-capacity-strategy

ascii_art

Fancy picture-to-ASCII conversions

awesome-image-translation

A collection of awesome resources image-to-image translation.

bayesian-crime-multiple-cities

bestphd

A joke to a friend of mine

clgnn

compx

Analyze spatial and temporal separation using information geometry

denadai2

easyaround

easyAround is a simple Flask web application realized following the commonKADS model.

ema-pytorch

A simple way to keep track of an Exponential Moving Average (EMA) version of your pytorch model

energyuva

Detecting anomalies with Neural newtorks

evolutionarycomputing

formalverificationoauthproverif

Formal verification of the protocol OAuth 2.0 (draft 22) using the automatic cryptographic protocol verifier Proverif.

gas-consumption-outliers

A project to find outliers in the gas consumptions

google_street_view_deep_neural

Deep Neural Network model to predict security perception from Google Street View images. Model based on AlexNet CNNs

hugo-theme-sarah

Sarah theme for Hugo static site generator

jacobs_urban_planning

Code to repeat some experiments of the paper "The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective"

living-the-pandemic

lstm-mobility-model

marble

Study residential segregation.

marco-academic

marcodena.it

Sources of http://www.marcodena.it, made with pelican

marcodena_static

mitro

Repository for all Mitro client & server code

neural-networks-checklist

Small project to remember the check list of steps for neural networks

perceptualsimilarity

LPIPS metric. pip install lpips

place-pulse

Place Pulse code repository

poi2vec

POI2Vec: Geographical Latent Representation for Predicting Future Visitors

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