CSM Optimization and Machine Learning group
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decoding-gpt
decoding-gpt PublicCSM course on the mathematics of Large Language Models, Developed by Michael Ivanitskiy and Samy Wu Fung
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Repositories
- jfb-for-implicit-oc Public
- decoding-gpt Public
CSM course on the mathematics of Large Language Models, Developed by Michael Ivanitskiy and Samy Wu Fung
- robust-maze-learning Public
- pft-for-ptycho Public
- DYS-NET-SCE Public Forked from JayMan91/DYS-NET-SCE
Code for the ECAI 2025 paper "Minimizing Surrogate Losses for Decision-Focused Learning using Differentiable Optimization"
- mean-field-cbf Public
- spatialtransform Public Forked from amillane/spatialtransform
Spatial Transformation R and Python Function for spatially correlated data
- ZO-LLM Public Forked from ZO-Bench/ZO-LLM
[ICML 2024] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".
- fpo-dys Public
Operator splitting can be used to design easy-to-train models for predict-and-optimize tasks, which scale effortlessly to problems with thousands of variables.
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