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followers: 3.0 following: 2.0 repos: 10.0 gists: 0.0

Name: Antoine Salaun

Type: User

Company: EPFL

Twitter: AntoineScience

Location: Lausanne

Blog: https://www.youtube.com/channel/UCwteC8d1uTeKLJtySneTiPw

👋 Hi, I’m Antoine Salaün
👀 I’m interested in Physics, Science communication, Film-making, Data Science, Deep Learning and Corals.
🌱 I study Computational science at EPFL, Lausanne 🇨🇭 currently visiting student at MIT 🇺🇸
🔬 I do research on fairness of Computer Vision, I am especially interested in CBM.
📱 I produce science youtube videos : https://www.youtube.com/channel/UCwteC8d1uTeKLJtySneTiPw
📫 You can reach me at antoine.salaun(at)epfl.ch

Antoine Salaun's Projects

2020

Materials for Applied Data Analysis CS-401, fall 2020

antoinesalaun

Config files for my GitHub profile.

cbm_fairness

Using CBM to improve fairness for multi-label classification. Research Project at MIT CSAIL in DIG group under the supervision of Schrasing Tong and Lalana Kagal. Acknoledgement to Vincent and Daniel.

homemade_pytorch

We coded a deep learning auto-encoder framework using no libraries, only pure python (what a mess !)

ml_higgsboson

noise2noise

Deeplearning auto-encoder that learns how to clean noisy images using noisy images (no clean images in the dataset)

planktontaxaclassifier

Testing new technics to improve Plankton taxonomic classification such as ResNets and Discriminative filters DFL-VGG16.

plasma_mode_classification

project-2023-la-compagnie

project-2023-la-compagnie created by GitHub Classroom

stochastic_matrix_trace_estimator

Using Lanczos algorithm and stochastic technics, I propose two algorithms that compute an estimate of Tr(1/A) for a large symetric matrix.

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