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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Showing 10 of 35 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 - 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 - neural-discovery-icml25 Public
Code to reproduce the experiments of the ICML25-paper: "Neural Discovery in Mathematics: Do Machines Dream of Colored Planes?"
ZIB-IOL/neural-discovery-icml25’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 - OracleBorderBasis Public Forked from HiroshiKERA/OracleBorderBasis
Code for reproducing the experiments of the paper "Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms"
ZIB-IOL/OracleBorderBasis’s past year of commit activity - PERP Public
Code to reproduce the experiments of the paper: "PERP: Rethinking the Prune-Retrain Paradigm in the ERA of LLMs"
ZIB-IOL/PERP’s past year of commit activity
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