We are the IOL Lab at the Zuse Institute and Technische Universität Berlin. We work at the intersection of mathematics and computer science research focus is on Artificial Intelligence, Optimization, and Machine Learning. Here you will find software repositories relating to our research, in particular actively maintained Julia and Python packages, especially the Frank-Wolfe.jl and the Boscia.jl package.
IOL Lab
Working on optimization and learning at the intersection of mathematics and computer science
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- Germany
- https://iol.zib.de
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Repositories
Showing 10 of 38 repositories
- Boscia.jl Public
Mixed-Integer Convex Programming: Branch-and-bound with Frank-Wolfe-based convex relaxations
ZIB-IOL/Boscia.jl’s past year of commit activity - SMS Public
Code to reproduce the experiments of the ICLR24-paper: "Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging"
ZIB-IOL/SMS’s past year of commit activity - approximating-neural-network-manifolds Public
Code for the paper "Approximating Latent Manifolds in Neural Networks via Vanishing Ideals"
ZIB-IOL/approximating-neural-network-manifolds’s past year of commit activity - Neural-Sum-of-Squares Public
ZIB-IOL/Neural-Sum-of-Squares’s past year of commit activity - Free-Lunch-In-Compression Public
ZIB-IOL/Free-Lunch-In-Compression’s past year of commit activity - frankwolfe-py Public
ZIB-IOL/frankwolfe-py’s past year of commit activity - EntanglementDetection.jl Public
Separability decomposition and entanglement detection via Frank-Wolfe algorithms
ZIB-IOL/EntanglementDetection.jl’s past year of commit activity - OptimalDesignWithBoscia Public
Solving the Exact Optimal Experiment Design Problem using the convex mixed-integer solver Boscia.jl
ZIB-IOL/OptimalDesignWithBoscia’s past year of commit activity
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