<div dir="ltr"><div dir="ltr"><div class="gmail_default" style="font-size:small"><div class="gmail_default"><div class="gmail_default"><h3 style="font-size:small;margin:0px 0px 0.5em"><b><font color="#0b5394" face="verdana, sans-serif" size="4"><i>TTIC Distinguished Lecture Series:</i></font></b></h3><h3 style="font-size:small;margin:0px 0px 0.5em"><b><font size="4" face="verdana, sans-serif"><font color="#0000ff"><span style="letter-spacing:-0.266667px"><a href="http://www.cs.cmu.edu/~mmv/" target="_blank">Manuela M. Veloso</a>, </span></font></font></b><b><span style="font-size:13.5pt;font-family:verdana,sans-serif">JP Morgan AI and Carnegie Mellon University</span></b></h3><div><img style="margin-right: 0px;"><font face="arial, sans-serif" size="4"><b>Thursday</b><b><span style="color:rgb(48,48,48)">, May <span class="gmail-il">12</span>, 2022 </span><span style="color:rgb(48,48,48);background-color:rgb(255,255,0)">at 11:00 am CT</span></b></font></div><div><img src="cid:ii_l2jfy6071" alt="image.png" width="164" height="161" class="gmail-CToWUd gmail-a6T" tabindex="0" style="cursor: pointer; outline: 0px; margin-right: 0px;"><br></div><span style="outline-color:initial;outline-style:initial"></span></div><span style="outline-color:initial;outline-style:initial"></span></div><div class="gmail_default"><font color="#500050" style="font-family:arial,sans-serif"><b>Where:    </b></font><font color="#500050" style="font-family:arial,sans-serif">Talk will be given </font><font color="#0000ff" style="font-family:arial,sans-serif;font-weight:bold"><u>live, in-person</u></font></div><div class="gmail_default"><div class="gmail_default"><div><p class="MsoNormal" style="margin:0in;color:rgb(80,0,80);line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><font face="arial, sans-serif">                TTIC, 6045 S. Kenwood Avenue</font></p><p class="MsoNormal" style="margin:0in;color:rgb(80,0,80);line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><font face="arial, sans-serif">                5th Floor, Room 530<b><span style="color:black"> </span></b></font></p></div><div><br></div><div><b><span style="line-height:13.91px"><font face="arial, sans-serif">Virtually:</font></span></b><b><span style="line-height:13.91px"><font face="arial, sans-serif"> </font></span></b><a href="https://uchicagogroup.zoom.us/webinar/register/WN_rfM4rnHaS_KHk27a7i4p2g" target="_blank" style="color:blue"><b><span style="line-height:13.91px"><font face="arial, sans-serif">register in advance here</font></span></b></a></div><div><p class="MsoNormal" style="margin-bottom:0.0001pt;font-size:12.8px;line-height:normal"><font face="verdana, sans-serif" color="#0b5394"><b><br></b></font></p><p class="MsoNormal" style="margin-bottom:0.0001pt;font-size:12.8px;line-height:normal"><font face="verdana, sans-serif" color="#0b5394"><b><br></b></font></p><p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal"><font color="#0b5394" face="verdana, sans-serif"><b>Manuela M. Veloso</b></font></p><p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal"><span id="gmail-m_2775758754971017017gmail-m_7999995765718442506m_11383454575034359gmail-docs-internal-guid-5e92f5d9-7fff-b582-191c-4e34b8d74b93"><span style="font-size:10pt;font-family:Arial;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Managing Director, Head of AI Research, J.P. Morgan</span></span></p><p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal"><span id="gmail-m_2775758754971017017gmail-m_7999995765718442506m_11383454575034359gmail-docs-internal-guid-8e830469-7fff-9caf-47c3-946101f9f406"><span style="font-size:10pt;font-family:Arial;color:rgb(0,0,0);font-style:italic;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Herbert A. Simon University Professor</span><span style="font-size:10pt;font-family:Arial;color:rgb(0,0,0);font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"> <i>Emerita</i> in the School of Computer Science, Carnegie Mellon University</span></span>  </p><p class="MsoNormal" style="margin:0in;line-height:normal;vertical-align:baseline"><br></p></div><hr style="font-size:12.16px;color:rgb(48,48,48)"><span id="gmail-m_2775758754971017017gmail-m_7999995765718442506m_11383454575034359m_-8951625997331824329gmail-m_-7044083694132222609gmail-m_-4628067818038571764m_-94467141635834449gmail-m_-254853893602620168m_-1430113635152439921m_-6662830674891166283m_6085487820989011878m_-5465756499005179649gmail-docs-internal-guid-99b2a842-7fff-afbd-120d-233d5fea86fa"><p class="MsoNormal" style="margin:0in"><font face="arial, sans-serif"><b>Title:</b> AI in Finance: Examples and Discussion</font></p><p class="MsoNormal" style="margin:0in"><font face="arial, sans-serif"> </font></p><p class="MsoNormal" style="margin:0in"><font face="arial, sans-serif"><b>Abstract:</b> In this talk, I will present examples of our recent AI research and practice experience in the finance domain, addressing data, reasoning, and execution AI approaches. Presented projects will be on AI for data discovery, data standardization, synthetic data, behavior understanding, multiagent simulations, and explainability. We are driven by goals to service and assist humans in their complex tasks.</font></p><p class="MsoNormal" style="margin:0in"><font face="arial, sans-serif"> </font></p><p class="MsoNormal" style="margin:0in"><font face="arial, sans-serif"><b>Bio:</b> Manuela Veloso<b> </b>is Head of J.P. Morgan Chase AI Research and Herbert A. Simon University Professor Emerita at Carnegie Mellon University, where she was previously Faculty in the Computer Science Department and Head of the Machine Learning Department. Veloso researches in Artificial Intelligence (AI) with focus on autonomous robots and recently in AI in Finance. She is past president of the Association for the Advancement of Artificial Intelligence (AAAI), and the co-founder and a Past President of the RoboCup Federation. Veloso is a Fellow of AAAI, AAAS, ACM, and IEEE. She is a member of the National Academy of Engineering.</font></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"></p><p class="MsoNormal" style="margin:0in"><br></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(60,64,67);font-family:Roboto,Helvetica,Arial,sans-serif;font-size:14px"><br></span></p></span><p class="MsoNormal" style="margin:0in 0in 8pt;line-height:13.91px"><font face="arial, sans-serif"><b><span style="line-height:13.91px">Host:</span></b><span style="line-height:13.91px"> <a href="mailto:avrim@ttic.edu" target="_blank"><b>Avrim Blum</b></a></span></font></p><p class="MsoNormal" style="margin:0in 0in 8pt;font-size:11pt;font-family:Calibri,sans-serif;line-height:15.6933px"><span style="font-size:14pt;line-height:19.9733px"> </span></p><p class="MsoNormal" style="margin:0in;color:rgb(80,0,80);line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><b><span style="color:black"><font face="arial, sans-serif">*********************************************************************************************</font></span></b></p><p class="MsoNormal" style="margin:0in 0in 8pt;color:rgb(80,0,80);background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;line-height:15.6933px"><b><font face="arial, sans-serif">Presence at TTIC requires being fully vaccinated for COVID-19 or having a TTIC or UChicago-approved exemption. </font></b></p><p class="MsoNormal" style="margin:0in 0in 8pt;color:rgb(80,0,80);background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;line-height:15.6933px"><b><font face="arial, sans-serif">Full visitor guidance available at <a href="http://ttic.edu/visitors" target="_blank">ttic.edu/visitors</a>.</font></b></p><p class="MsoNormal" style="margin:0in 0in 8pt;font-size:11pt;font-family:Calibri,sans-serif;line-height:15.6933px"><span style="font-size:14pt;line-height:19.9733px"></span></p><p class="MsoNormal" style="margin:0in 0in 12pt;color:rgb(80,0,80);background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;line-height:15.6933px"><b><span style="color:black"><font face="arial, sans-serif">*********************************************************************************************</font></span></b></p><p class="MsoNormal" style="margin:0in 0in 8pt;font-size:11pt;font-family:Calibri,sans-serif;line-height:15.6933px"><span style="font-size:14pt;line-height:19.9733px"><br></span></p></div><div class="gmail_default"><p style="font-size:12.16px;color:rgb(48,48,48)"></p><img src="cid:ii_kn66edsg2" alt="image.png" width="189" height="58" class="gmail-CToWUd" style="margin-right: 0px;"></div></div></div><div><div dir="ltr" class="gmail_signature" data-smartmail="gmail_signature"><div dir="ltr"><div><span style="font-family:arial,helvetica,sans-serif;font-size:x-small"><br></span></div><div><span style="font-family:arial,helvetica,sans-serif;font-size:x-small"><br></span></div><div><span style="font-family:arial,helvetica,sans-serif;font-size:x-small"><br></span></div><div><span style="font-family:arial,helvetica,sans-serif;font-size:x-small"><br></span></div><div><span style="font-family:arial,helvetica,sans-serif;font-size:x-small">Mary C. Marre</span><br></div><div><div><font face="arial, helvetica, sans-serif" size="1">Faculty Administrative Support</font></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6" size="1"><b>Toyota Technological Institute</b></font></i></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6" size="1">6045 S. Kenwood Avenue</font></i></div><div><font size="1"><i><font face="arial, helvetica, sans-serif" color="#3d85c6">Chicago, IL  60637</font></i><br></font></div><div><b><i><a href="mailto:mmarre@ttic.edu" target="_blank"><font face="arial, helvetica, sans-serif" size="1">mmarre@ttic.edu</font></a></i></b></div></div></div></div></div><br></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Fri, Apr 29, 2022 at 12:15 PM Mary Marre <<a href="mailto:mmarre@ttic.edu">mmarre@ttic.edu</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div style="font-size:small"><div><div><h3 style="font-size:small;margin:0px 0px 0.5em"><b><font color="#0b5394" face="verdana, sans-serif" size="4"><i>TTIC Distinguished Lecture Series:</i></font></b></h3><h3 style="font-size:small;margin:0px 0px 0.5em"><b><font size="4" face="verdana, sans-serif"><font color="#0000ff"><span style="letter-spacing:-0.266667px"><a href="http://www.cs.cmu.edu/~mmv/" target="_blank">Manuela M. Veloso</a>, </span></font></font></b><b><span style="font-size:13.5pt;font-family:verdana,sans-serif">JP Morgan AI and Carnegie Mellon University</span></b></h3><div><img style="margin-right: 0px;"><font face="arial, sans-serif" size="4"><b>Thursday</b><b><span style="color:rgb(48,48,48)">, May 12, 2022 </span><span style="color:rgb(48,48,48);background-color:rgb(255,255,0)">at 11:00 am CT</span></b></font></div><div><img src="cid:ii_l2jfy6071" alt="image.png" width="164" height="161" style="outline: 0px; margin-right: 0px;"><br></div><span style="outline-color:initial;outline-style:initial"></span></div><span style="outline-color:initial;outline-style:initial"></span></div><div><font color="#500050" style="font-family:arial,sans-serif"><b>Where:    </b></font><font color="#500050" style="font-family:arial,sans-serif">Talk will be given </font><font color="#0000ff" style="font-family:arial,sans-serif;font-weight:bold"><u>live, in-person</u></font></div><div><div><div><p class="MsoNormal" style="margin:0in;color:rgb(80,0,80);line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><font face="arial, sans-serif">                TTIC, 6045 S. Kenwood Avenue</font></p><p class="MsoNormal" style="margin:0in;color:rgb(80,0,80);line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><font face="arial, sans-serif">                5th Floor, Room 530<b><span style="color:black"> </span></b></font></p></div><div><br></div><div><b><span style="line-height:13.91px"><font face="arial, sans-serif">Virtually:</font></span></b><b><span style="line-height:13.91px"><font face="arial, sans-serif"> </font></span></b><a href="https://uchicagogroup.zoom.us/webinar/register/WN_rfM4rnHaS_KHk27a7i4p2g" style="color:blue" target="_blank"><b><span style="line-height:13.91px"><font face="arial, sans-serif">register in advance here</font></span></b></a></div><div><p class="MsoNormal" style="margin-bottom:0.0001pt;font-size:12.8px;line-height:normal"><font face="verdana, sans-serif" color="#0b5394"><b><br></b></font></p><p class="MsoNormal" style="margin-bottom:0.0001pt;font-size:12.8px;line-height:normal"><font face="verdana, sans-serif" color="#0b5394"><b><br></b></font></p><p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal"><font color="#0b5394" face="verdana, sans-serif"><b>Manuela M. Veloso</b></font></p><p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal"><span id="gmail-m_2775758754971017017gmail-m_7999995765718442506m_11383454575034359gmail-docs-internal-guid-5e92f5d9-7fff-b582-191c-4e34b8d74b93"><span style="font-size:10pt;font-family:Arial;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Managing Director, Head of AI Research, J.P. Morgan</span></span></p><p class="MsoNormal" style="margin-bottom:0.0001pt;line-height:normal"><span style="background-color:rgb(255,255,255)"><span id="gmail-m_2775758754971017017gmail-m_7999995765718442506m_11383454575034359gmail-docs-internal-guid-8e830469-7fff-9caf-47c3-946101f9f406"><span style="font-size:10pt;font-family:Arial;color:rgb(0,0,0);font-style:italic;font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap">Herbert A. Simon University Professor</span><span style="font-size:10pt;font-family:Arial;color:rgb(0,0,0);font-variant-numeric:normal;font-variant-east-asian:normal;vertical-align:baseline;white-space:pre-wrap"> <i>Emerita</i> in the School of Computer Science, Carnegie Mellon University</span></span>  </span></p><p class="MsoNormal" style="margin:0in;line-height:normal;vertical-align:baseline"><span style="background-color:rgb(255,255,255)"><br></span></p></div><hr style="font-size:12.16px;color:rgb(48,48,48)"><span id="gmail-m_2775758754971017017gmail-m_7999995765718442506m_11383454575034359m_-8951625997331824329gmail-m_-7044083694132222609gmail-m_-4628067818038571764m_-94467141635834449gmail-m_-254853893602620168m_-1430113635152439921m_-6662830674891166283m_6085487820989011878m_-5465756499005179649gmail-docs-internal-guid-99b2a842-7fff-afbd-120d-233d5fea86fa"><p class="MsoNormal" style="margin:0in"><font face="arial, sans-serif"><b>Title:</b> AI in Finance: Examples and Discussion</font></p><p class="MsoNormal" style="margin:0in"><font face="arial, sans-serif"> </font></p><p class="MsoNormal" style="margin:0in"><font face="arial, sans-serif"><b>Abstract:</b> In this talk, I will present examples of our recent AI research and practice experience in the finance domain, addressing data, reasoning, and execution AI approaches. Presented projects will be on AI for data discovery, data standardization, synthetic data, behavior understanding, multiagent simulations, and explainability. We are driven by goals to service and assist humans in their complex tasks.</font></p><p class="MsoNormal" style="margin:0in"><font face="arial, sans-serif"> </font></p><p class="MsoNormal" style="margin:0in"><font face="arial, sans-serif"><b>Bio:</b> Manuela Veloso<b> </b>is Head of J.P. Morgan Chase AI Research and Herbert A. Simon University Professor Emerita at Carnegie Mellon University, where she was previously Faculty in the Computer Science Department and Head of the Machine Learning Department. Veloso researches in Artificial Intelligence (AI) with focus on autonomous robots and recently in AI in Finance. She is past president of the Association for the Advancement of Artificial Intelligence (AAAI), and the co-founder and a Past President of the RoboCup Federation. Veloso is a Fellow of AAAI, AAAS, ACM, and IEEE. She is a member of the National Academy of Engineering.</font></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"></p><p class="MsoNormal" style="margin:0in"><br></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(60,64,67);font-family:Roboto,Helvetica,Arial,sans-serif;font-size:14px"><br></span></p></span><p class="MsoNormal" style="margin:0in 0in 8pt;line-height:13.91px"><font face="arial, sans-serif"><b><span style="line-height:13.91px">Host:</span></b><span style="line-height:13.91px"> <a href="mailto:avrim@ttic.edu" target="_blank"><b>Avrim Blum</b></a></span></font></p><p class="MsoNormal" style="margin:0in 0in 8pt;font-size:11pt;font-family:Calibri,sans-serif;line-height:15.6933px"><span style="font-size:14pt;line-height:19.9733px"> </span></p><p class="MsoNormal" style="margin:0in;color:rgb(80,0,80);line-height:normal;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial"><b><span style="color:black"><font face="arial, sans-serif">*********************************************************************************************</font></span></b></p><p class="MsoNormal" style="margin:0in 0in 8pt;color:rgb(80,0,80);background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;line-height:15.6933px"><b><font face="arial, sans-serif">Presence at TTIC requires being fully vaccinated for COVID-19 or having a TTIC or UChicago-approved exemption. </font></b></p><p class="MsoNormal" style="margin:0in 0in 8pt;color:rgb(80,0,80);background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;line-height:15.6933px"><b><font face="arial, sans-serif">Full visitor guidance available at <a href="http://ttic.edu/visitors" target="_blank">ttic.edu/visitors</a>.</font></b></p><p class="MsoNormal" style="margin:0in 0in 8pt;font-size:11pt;font-family:Calibri,sans-serif;line-height:15.6933px"><span style="font-size:14pt;line-height:19.9733px"></span></p><p class="MsoNormal" style="margin:0in 0in 12pt;color:rgb(80,0,80);background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;line-height:15.6933px"><b><span style="color:black"><font face="arial, sans-serif">*********************************************************************************************</font></span></b></p><p class="MsoNormal" style="margin:0in 0in 8pt;font-size:11pt;font-family:Calibri,sans-serif;line-height:15.6933px"><span style="font-size:14pt;line-height:19.9733px"><br></span></p></div><div><p style="font-size:12.16px;color:rgb(48,48,48)"></p><img src="cid:ii_kn66edsg2" alt="image.png" width="189" height="58" style="margin-right: 0px;"><p style="font-size:12.16px;color:rgb(48,48,48)"><br></p><p style="font-size:12.16px;color:rgb(48,48,48)"><br></p><p style="font-size:12.16px;color:rgb(48,48,48)"><br></p></div></div></div><div><div dir="ltr"><div dir="ltr"><div><span style="font-family:arial,helvetica,sans-serif;font-size:x-small">Mary C. Marre</span><br></div><div><div><font face="arial, helvetica, sans-serif" size="1">Faculty Administrative Support</font></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6" size="1"><b>Toyota Technological Institute</b></font></i></div><div><i><font face="arial, helvetica, sans-serif" color="#3d85c6" size="1">6045 S. Kenwood Avenue</font></i></div><div><font size="1"><i><font face="arial, helvetica, sans-serif" color="#3d85c6">Chicago, IL  60637</font></i><br></font></div><div><b><i><a href="mailto:mmarre@ttic.edu" target="_blank"><font face="arial, helvetica, sans-serif" size="1">mmarre@ttic.edu</font></a></i></b></div></div></div></div></div></div>
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