<link>https://marcusyf.github.io/academic-homepage-template/</link></image><item><title>Syllabus</h1> <article> <h1>Syllabus</h1> <p>Mon, 01 Jan 0001 00:00:00 +0000</p> <h2 id="topics">Topics</h2> <ol> <li><strong>Foundations:</strong> learning from data, empirical risk minimization, generalization.</li> <li><strong>Prediction:</strong> linear and logistic regression, regularization, kernels.</li> <li><strong>Structure:</strong> clustering, dimensionality reduction, matrix factorization.</li> <li><strong>Representations:</strong> embeddings and generative models.</li> </ol> <h2 id="assessment">Assessment</h2> <p>Homework 40% · Labs 20% · Final project 40%. <em>(Placeholder.)</em></p> </article> <article> <h1>A Sample Paper on Learning Systems and the People Who Use Them</h1> <p>Mon, 01 Dec 2025 00:00:00 +0000</p> <p>Optional page body: add details, figures or a talk recording here.</p> </article> <article> <h1>Example Title: Feedback Loops in Recommendation</h1> <p>Sat, 01 Mar 2025 00:00:00 +0000</p> <p>Optional page body: add details, figures or a talk recording here.</p> </article> <article> <h1>A Placeholder Study of Strategic Behaviour on Online Platforms</h1> <p>Tue, 01 Oct 2024 00:00:00 +0000</p> <p>Optional page body: add details, figures or a talk recording here.</p> </article> <article> <h1>To Prospective Students</h1> <p>Mon, 01 Jan 2024 00:00:00 +0000</p> <p>If you have found this page, you are probably interested in our research. Welcome! <em>(Placeholder: replace this page with your own note to students, or delete it and the link in <code>contact_note</code>.)</em></p> <p><strong>What we work on.</strong> One paragraph about the group’s questions and methods.</p> <p><strong>What helps.</strong> Curiosity and self-motivation, mathematical maturity, and programming experience.</p> <p><strong>How to reach out.</strong> Email a short note with your background, one paper of ours you read and a question it raised.</p> </article> <article> <h1>Experience</h1> <p>Tue, 24 Oct 2023 00:00:00 +0000</p> </article> <article> <h1>Another Example Paper on Learning in Games</h1> <p>Sat, 01 Jul 2023 00:00:00 +0000</p> <p>Optional page body: add details, figures or a talk recording here.</p> </article> <article> <h1>An Early Example Paper</h1> <p>Tue, 01 Jun 2021 00:00:00 +0000</p> <p>Optional page body: add details, figures or a talk recording here.</p> </article> </main></body></html>