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We will give the algorithms of Federated Learning. Then, we will explain from mathmetical aspcts on the properties of federated learning. Then, we will discuss the security and communication efficiency of federated learning. Finally, a few typical application scenarios of FL will be discussed. </div> <div class="row lecture__section"> <h2>About this Lecture</h2> <span> <strong>Number of Slides: </strong> 20</span><br/> <span> <strong>Duration: </strong> 60 minutes </span><br/> <span> <strong>Languages Available: </strong> Chinese (Simplified), English</span><br/> <span> <strong>Last Updated: </strong> <span id="lecDate"></span> </span> </div> <div class="row lecture__section"> <h2>Request this Lecture</h2> <p>To request this particular lecture, please complete this <a href="https://services.acm.org/public/speakers/request_lecture.cfm?lecture_id=14285" target="_blank">online form.</a> </p> </div> <div class="row lecture__section"> <h2>Request a Tour</h2> <p>To request a tour with this speaker, please complete this <a href="https://services.acm.org/public/speakers/request_tour.cfm?lecturer_id=14117" target="_blank">online form.</a> </p> <p>All requests will be sent to ACM headquarters for review.</p> </div> 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