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Name: Maksym Andriushchenko
Type: User
Company: EPFL
Bio: PhD student @ EPFL🇨🇭. Interested in robustness and generalization in LLMs.
Twitter: maksym_andr
Location: Lausanne
Name: Maksym Andriushchenko
Type: User
Company: EPFL
Bio: PhD student @ EPFL🇨🇭. Interested in robustness and generalization in LLMs.
Twitter: maksym_andr
Location: Lausanne
Adversarial Attacks on GPT-4 via Simple Random Search [Dec 2023]
A curated list of awesome anomaly detection resources
A collection of research papers on decision, classification and regression trees with implementations.
A curated list of gradient boosting research papers with implementations.
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation [NeurIPS 2017]
Implementation of "Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation"
Personal website
Data for MIPVerify package.
Related papers for robust machine learning
Provable Robustness of ReLU networks via Maximization of Linear Regions [AISTATS 2019]
This repo keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets and paper categorization.
Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks [NeurIPS 2019]
Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem [CVPR 2019, oral]
RobustBench: a standardized adversarial robustness benchmark [arXiv, Oct 2020]
Interfaces for defining Robust ML models and precisely specifying the threat models under which they claim to be secure.
Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]
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.