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[PURDUE MLSS] Large-scale Machine Learning and Stochastic Algorithms by Leon Bottou (Part 3/6)
20. Large - Scale Optimization and Multi - Modal Optimization
Large Scale optimization for statics and learning
Hadi Ghauch: Large-scale training for deep neural networks
Anima Anandkumar (UCI): Tensor Methods for Large-Scale Machine Learning
GECCO2023 Tutorial on Large Scale Optimization And Learning
Mastering LLM Inference Optimization From Theory to Cost Effective Deployment: Mark Moyou
Optimizing Large-Scale LLM RL Training with SGLang
Online Optimization for Large Scale Machine Learning by Prof. Arindam Banerjee (Univ. of Minnesota)
2. Efficient training, fine tuning & inference of large scale ML models
Example Selection and Post-Training Quantization for Large-Scale Machine Learning with Chris De Sa
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Last Updated: August 13, 2026
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