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e lecture given by </span><br></div><div style="text-align:center"><span style="color:rgb(0,0,0);font-family:arial,sans-serif;font-size:large"><br></span></div><div style="text-align:center"><p style="background:transparent;border:0px;outline:0px;padding:0px;vertical-align:baseline;font-size:18px;line-height:1.6em;color:rgb(0,0,0);margin:0px"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline;font-family:helvetica-w01-roman,helvetica-w02-roman,helvetica-lt-w10-roman,sans-serif"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline">Yasaman Bahri</span></span></span></p><p style="background:transparent;border:0px;outline:0px;padding:0px;vertical-align:baseline;font-size:18px;line-height:1.6em;color:rgb(0,0,0);margin:0px"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline;font-family:helvetica-w01-roman,helvetica-w02-roman,helvetica-lt-w10-roman,sans-serif"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline">Google DeepMind</span></span></span></p></div><div style="text-align:center"><span style="color:rgb(0,0,0);font-size:large"><br></span></div><div style="text-align:center"><span style="color:rgb(0,0,0);font-size:large">on the topic of </span></div><div style="text-align:center"><span style="font-size:large"><font color="#000000"><br></font></span></div><div style="text-align:center"><p style="background:transparent;border:0px;outline:0px;padding:0px;vertical-align:baseline;font-size:20px;line-height:normal;margin:0px"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline;font-family:spinnaker,sans-serif"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline"><font color="#000000">Learning and prediction in artificial deep neural networks:</font></span></span></span></span></p><p style="background:transparent;border:0px;outline:0px;padding:0px;vertical-align:baseline;font-size:20px;line-height:normal;margin:0px"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline;font-family:spinnaker,sans-serif"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline"><span style="background:transparent;border:0px;margin:0px;outline:0px;padding:0px;vertical-align:baseline"><font color="#000000">scaling, data manifolds, and universality</font></span></span></span></span></p></div><div style="text-align:center"><br></div><div style="text-align:center"><span style="background-color:transparent;font-size:18px">The lecture will be held on zoom on <b>Wednesday</b> </span><b style="background-color:transparent;font-size:18px">June 19, 2024</b><span style="background-color:transparent;font-size:18px">, at </span><u style="background-color:transparent;font-size:18px"><b>11:00 am EDT </b></u><br></div><div style="text-align:center"><div><span style="font-size:large">To receive the link: </span><a href="https://www.wwtns.online/register-page" target="_blank" style="font-size:large">https://www.wwtns.online/register-page</a></div><div class="gmail-yj6qo gmail-ajU" style="outline:none;padding:10px 0px;width:22px;margin:2px 0px 0px"><br class="gmail-Apple-interchange-newline"></div></div><div style="text-align:center"><p style="line-height:1em"><font color="#000000"><br></font></p><p style="text-align:left;line-height:1em"><font color="#000000"><font face="verdana, sans-serif"><span style="text-align:justify"><b>Abstract:  </b></span></font><span style="font-family:spinnaker,sans-serif;font-size:14px;text-align:justify">Developing scientifically-grounded theories for representation learning and generalization in artificial deep neural networks remains a grand challenge of fundamental interest to theoretical neuroscience and machine learning. I will discuss our work on one facet of this challenge — namely understanding generalization or “scaling laws” in learned neural networks as a function of basic control variables. I’ll discuss a taxonomy we develop that classifies different regimes of scaling behavior. We identify regimes where generalization exhibits universal scaling behavior and others where it can be traced back to properties of the data and neural architecture. The theoretical analysis is enabled by leveraging exactly solvable models of deep neural networks that arise naturally in the limit of large hidden layers. Along the way, I’ll also discuss our work on these theoretical models, which have been a useful starting point for theoretical descriptions of neural network dynamics. Finally, I’ll discuss our findings connecting generalization in neural networks to properties of the learned data manifold. I’ll close by discussing future directions and new hypotheses that emerge from our findings</span></font></p><p style="text-align:left;line-height:1em"><font color="#000000"><font face="verdana, sans-serif"><span style="text-align:justify"><b><br></b></span></font></font></p><p style="text-align:left;line-height:1em"><i style="background-color:transparent"><font color="#000000"><span style="font-family:helvetica-w01-light,helvetica-w02-light,sans-serif;text-align:justify"><b>About VVTNS :</b> Created as the World Wide Neuroscience Seminar (WWTN</span><span style="font-family:helvetica-w01-light,helvetica-w02-light,sans-serif;text-align:justify">S) in N</span></font><span style="color:rgb(0,0,0);font-family:helvetica-w01-light,helvetica-w02-light,sans-serif;text-align:justify">ovember 2020 and renamed in homage to Carl van Vreeswijk in Memoriam (April 20, 2022), its aim is to be a platform to exchange ideas among theoreticians. Speakers have the occasion to talk about theoretical aspects of their work which cannot be discussed in a setting where the majority of the audience consists of experimentalists. The seminars, </span></i><i style="background-color:transparent"><span style="color:rgb(0,0,0);font-family:helvetica-w01-light,helvetica-w02-light,sans-serif;text-align:justify">held on Wednesdays at 11 am ET,</span></i><i style="background-color:transparent"><span style="color:rgb(0,0,0);font-family:helvetica-w01-light,helvetica-w02-light,sans-serif;text-align:justify">  are 45-50 min long followed by a discussion. The talks are recorded with authorization of the speaker and are available to everybody on our YouTube channel.</span></i></p></div><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir="ltr"><div class="gmail_quote"><div dir=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