<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.sitemaps.org/schemas/sitemap/0.9 http://www.sitemaps.org/schemas/sitemap/0.9/sitemap.xsd" xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://jue-guo.com/teaching/aibasic/</loc>
<lastmod>2026-09-27T21:00:37+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/teaching/algo/</loc>
<lastmod>2026-09-27T21:00:37+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/teaching/deeplearning/</loc>
<lastmod>2026-09-27T21:00:37+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/teaching/introml/</loc>
<lastmod>2026-09-27T21:00:37+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/teaching/pattern/</loc>
<lastmod>2026-09-27T21:00:37+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/01_introduction/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/basicai/01_pytorch_fundamentals/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/02_probability_distributions/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/basicai/02_pytorch_workflow/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/03_linear_regression/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/basicai/03_pytorch_classification/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/04_linear_classification/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/basicai/04_pytorch_computer_vision/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/05_neural_networks/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/basicai/05_pytorch_custom_datasets/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/06_kernel_methods/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/basicai/06_pytorch_modularity/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/basicai/07_pytorch_transfer_learning/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/07_sparse_kernel_machines/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/08_graphical_models/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/09_mixture_models_em/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/10_approximate_inference/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/11_sampling_methods/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/12_continuous_latent_variables/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/13_sequential_data/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/introml/14_combining_models/</loc>
</url>
<url>
<loc>https://jue-guo.com/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/pattern/papers/adam-2014/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/pattern/papers/back-propagation-1986/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/pattern/papers/batch-normalization-2015/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/deeplearning/week_1_2/classification_convexity/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/deeplearning/optimization/convexity_gd/</loc>
</url>
<url>
<loc>https://jue-guo.com/cv/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/deeplearning/cnn/dnn_cnn/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/pattern/papers/dropout-2014/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/pattern/final-project/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/deeplearning/gnnpapers/grl/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/deeplearning/week_1_2/introduction/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/deeplearning/rnn/markov/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/deeplearning/rnn/modern_rnn/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/deeplearning/optimization/optimization_algorithms/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/pattern/papers/relu-2010/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/pattern/papers/rnn-encoder-decoder-2014/</loc>
</url>
<url>
<loc>https://jue-guo.com/teaching/introml/slides/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/deeplearning/optimization/stochastic_gd/</loc>
</url>
<url>
<loc>https://jue-guo.com/teaching/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/deeplearning/rnn/vinilla_rnn/</loc>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/deeplearning/optimization/optimization_algorithms.pdf</loc>
<lastmod>2026-09-27T20:59:50+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/assets/courses/deeplearning/optimization/stochastic_gradient_descent.pdf</loc>
<lastmod>2026-09-27T20:59:50+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/assets/pdf/cv.pdf</loc>
<lastmod>2026-09-27T20:59:50+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/assets/slides/ai-office-hours/session01_overview.html</loc>
<lastmod>2026-09-27T20:59:50+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/assets/slides/introml/ch1/01a_curve_fitting.pdf</loc>
<lastmod>2026-09-27T20:59:50+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/assets/slides/introml/ch1/01b_probability.pdf</loc>
<lastmod>2026-09-27T20:59:50+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/assets/slides/introml/ch1/01c_model_selection_curse.pdf</loc>
<lastmod>2026-09-27T20:59:50+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/assets/slides/introml/ch1/01d_decision_theory.pdf</loc>
<lastmod>2026-09-27T20:59:50+00:00</lastmod>
</url>
<url>
<loc>https://jue-guo.com/assets/slides/introml/ch1/01e_information_theory.pdf</loc>
<lastmod>2026-09-27T20:59:50+00:00</lastmod>
</url>
</urlset>
