AI Excellence Lecture Series Repository Archives - AIDA - AI Doctoral Academy

AI Excellence Lecture Series Repository

AI Excellence Lecture Series Repository

<img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" class="attachment-medium size-medium wp-post-image" alt="" srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" sizes="(max-width: 300px) 100vw, 300px" style="width:100%;height:55.9%;max-width:390px;" />

Real-World Learning

<img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" class="attachment-medium size-medium wp-post-image" alt="" srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" sizes="(max-width: 300px) 100vw, 300px" style="width:100%;height:55.9%;max-width:390px;" />

The power of cooperation in networks of learning agents

<img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" class="attachment-medium size-medium wp-post-image" alt="" srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" sizes="(max-width: 300px) 100vw, 300px" style="width:100%;height:55.9%;max-width:390px;" />

Introduction to Tropical Geometry and its Applications to Machine Learning

<img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" class="attachment-medium size-medium wp-post-image" alt="" srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" sizes="(max-width: 300px) 100vw, 300px" style="width:100%;height:55.9%;max-width:390px;" />

Challenges and Opportunities for human-centred AI: A dialog between Yoshua Bengio (Turing Award) and Ben Shneiderman

<img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" class="attachment-medium size-medium wp-post-image" alt="" srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" sizes="(max-width: 300px) 100vw, 300px" style="width:100%;height:55.9%;max-width:390px;" />

Machine learning for medicine and healthcare

<img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" alt="" data-srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" style="width:100%;height:55.9%;max-width:390px;" data-src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" data-sizes="(max-width: 300px) 100vw, 300px" class="attachment-medium size-medium wp-post-image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" /><noscript><img width="300" height="168" src="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg" class="attachment-medium size-medium wp-post-image" alt="" srcset="https://www.i-aida.org/wp-content/uploads/2022/07/1-300x168.jpg 300w, https://www.i-aida.org/wp-content/uploads/2022/07/1.jpg 390w" sizes="(max-width: 300px) 100vw, 300px" style="width:100%;height:55.9%;max-width:390px;" />

Symbolic, Statistical, and Causal Representations

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