<div dir="ltr"><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><b><span style="font-size:14pt;font-family:"Times New Roman",serif">When:</span></b><span style="font-size:12pt;font-family:"Times New Roman",serif">         Friday, November 19th at <b>10:30am
CT    </b></span><span style="font-family:"Times New Roman",serif"><br>
 <br>
</span><b><span style="font-size:14pt;font-family:"Times New Roman",serif">Where:</span></b><b><span style="font-family:"Times New Roman",serif">  </span></b><span style="font-family:"Times New Roman",serif">    </span><span style="font-size:13.5pt;font-family:"Times New Roman",serif"> </span><span style="font-size:12pt;font-family:"Times New Roman",serif">TTIC, 6045 S. Kenwood Avenue</span></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif">           
          5th Floor, Room 530</span><b><span style="font-size:12pt;font-family:"Times New Roman",serif;color:black">           
  </span></b><span style="font-size:12pt;font-family:"Times New Roman",serif">   </span></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif;color:rgb(80,0,80)"> </span></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><b><span style="font-size:14pt;font-family:"Times New Roman",serif;color:black">Virtually:</span></b><span style="font-size:12pt;font-family:"Times New Roman",serif;color:black">   via zoom: </span><span style="font-size:12pt;font-family:"Times New Roman",serif"><a href="https://uchicagogroup.zoom.us/meeting/register/tJIvduChqjMiHNTEa-QzLrhMT1KJWHxWHqUh" target="_blank"><b><span style="color:blue">register in advance here</span></b></a> </span></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif;color:rgb(80,0,80)"> </span></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><b><span style="font-size:14pt;font-family:"Times New Roman",serif;color:black">Who:</span></b><b><span style="font-size:12pt;font-family:"Times New Roman",serif;color:black"> </span></b><span style="font-size:12pt;font-family:"Times New Roman",serif;color:black">     
     Kartik Goyal</span></p><table border="0" cellspacing="0" cellpadding="0" width="0" style="width:0in;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;border-collapse:collapse">
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</tbody></table><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif;color:black"> </span></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><b><span style="font-size:14pt;font-family:"Times New Roman",serif;color:black">Title:</span></b><b><span style="font-size:12pt;font-family:"Times New Roman",serif;color:black"> </span></b><span style="font-size:12pt;font-family:"Times New Roman",serif;color:black">     
     </span><span style="font-family:Arial,sans-serif;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"> </span><span style="font-size:12pt;font-family:"Times New Roman",serif;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial">Appropriate
Inductive Bias for Neural Probabilistic Modelling of Data</span></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif"> </span></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif;color:rgb(80,0,80)"> </span></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><b><span style="font-size:12pt;font-family:"Times New Roman",serif;color:black">*********************************************************************************************</span></b></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"> </p><p class="MsoNormal" style="background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;margin:0in 0in 8pt;line-height:107%;font-size:11pt;font-family:Calibri,sans-serif"><b><span style="font-size:12pt;font-family:"Times New Roman",serif">Presence at TTIC requires being fully
vaccinated for COVID-19 or having a TTIC or UChicago-approved exemption. Masks
are required in all common areas. Full visitor guidance available at <a href="http://ttic.edu/visitors" target="_blank">ttic.edu/visitors</a>.</span></b></p><p class="MsoNormal" style="line-height:11.75pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;margin:0in 0in 8pt;font-size:11pt;font-family:Calibri,sans-serif"> </p><p class="MsoNormal" style="background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;margin:0in 0in 8pt;line-height:107%;font-size:11pt;font-family:Calibri,sans-serif"><b><span style="font-size:12pt;font-family:"Times New Roman",serif;color:black">*********************************************************************************************</span></b><span style="font-size:12pt;font-family:"Times New Roman",serif"><br>
<br>
</span></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif;color:rgb(80,0,80)"> </span></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><b><i><span style="font-size:12pt;font-family:"Times New Roman",serif;color:black">Research at TTIC Seminar Series</span></i></b></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif;color:black"> </span></p><p class="MsoNormal" style="margin:0in;line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:11pt;font-family:Calibri,sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif">TTIC is hosting a weekly seminar series
presenting the research currently underway at the Institute. Every
week a different TTIC faculty member will present
their research.  The lectures are intended both for students
seeking research topics and advisors, and for the
general TTIC and University of Chicago communities interested in
hearing what their colleagues are up to. </span></p><p class="MsoNormal" style="margin:0in;line-height:normal;font-size:11pt;font-family:Calibri,sans-serif">







































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