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Name: Bertrand Charpentier
Type: User
Bio: Efficient & Reliable Machine Learning
Twitter: Bertrand_Charp
Name: Bertrand Charpentier
Type: User
Bio: Efficient & Reliable Machine Learning
Twitter: Bertrand_Charp
Distribution-Free Uncertainty Quantification Workshop (DFUQ - ICML 2022)
Anomalous versions of OpenAI Gym and PyBullet3 environments
Differentiable DAG Sampling (ICLR 2022)
Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification (NeurIPS 2021)
Hierarchical Graph Clustering using Node Pair Sampling (MLG, KDD Workshop) - Multi-scale Clustering in Graphs using Modularity (DiVA)
Multi-scale Clustering in Graphs using Modularity (DiVA)
Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, 2022)
[WWW 2021 GLB] New Benchmarks for Learning on Non-Homophilous Graphs
Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts (Neurips 2020)
Implementation of the Recurrent Implicit Quantile Networks (RIQNs), used as a baseline in the OOD detection in the anomalous RL benchmark
Implementation of the paper "Certifiable Robustness and Robust Training for Graph Convolutional Networks".
Home page
GRAFF: Understanding Convolution on Graphs via Energies (TMLR 2023)
Tree Sampling Divergence: An Information-Theoretic Metric for Hierarchical Graph Clustering (IJCAI 2019)
Uncertainty on Asynchronous Time Event Prediction (Spotlight, Neurips 2019)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.