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</head>

<body lang=3DEN-US link=3Dblue vlink=3Dpurple style=3D'tab-interval:.5in'>

<div class=3DSection1>

<p class=3DMsoTitle><span style=3D'font-size:14.0pt;mso-bidi-font-size:24.0=
pt;
font-family:"Verdana","sans-serif";color:black'>Fifth Rutgers-Stevens
Workshop<span style=3D'mso-spacerun:yes'>&nbsp; </span><o:p></o:p></span></=
p>

<p class=3DMsoSubtitle style=3D'margin-top:12.0pt;margin-right:0in;margin-b=
ottom:
12.0pt;margin-left:0in'><span style=3D'font-size:14.0pt;mso-bidi-font-size:=
24.0pt'>Optimization
of Stochastic Systems</span><span style=3D'font-size:12.0pt;mso-bidi-font-s=
ize:
24.0pt;font-weight:normal;mso-bidi-font-weight:bold'>&nbsp;</span><span
style=3D'font-size:16.0pt;mso-bidi-font-size:24.0pt'><o:p></o:p></span></p>

<p class=3DMsoHeading8 align=3Dcenter style=3D'margin-top:0in;margin-right:=
0in;
margin-bottom:3.0pt;margin-left:0in;text-align:center'><b><span
style=3D'font-size:12.0pt;font-family:"Verdana","sans-serif"'>Rutgers Unive=
rsity,
<a href=3D"http://maps.rutgers.edu/building.aspx?id=3D88"><span class=3DSpe=
llE>CoRE</span></a>
Building, Room 101<o:p></o:p></span></b></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><span
style=3D'font-family:"Verdana","sans-serif"'>(<a
href=3D"http://maps.rutgers.edu/directions.aspx?id=3D88"><span class=3DGram=
E>driving</span>
directions</a>)<o:p></o:p></span></p>

<p class=3DMsoNormal>&nbsp;&nbsp;</p>

<p class=3DMsoHeading9><span style=3D'font-family:"Verdana","sans-serif"'>F=
riday,
March 20<o:p></o:p></span></p>

<p class=3DMsoDate style=3D'margin-top:6.0pt'>9:15 &#8211; 9:30 <span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp; </span>Opening</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;mso-layout-grid-align:none'>=
9:30
&#8211;10:15 <span style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp; </span><b>S=
tephen
M. Robinson</b> (University of Wisconsin-Madison)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:.5in;margin-bottom:.0001pt;text-indent:.5in;mso-layout-grid-ali=
gn:
none'><i style=3D'mso-bidi-font-style:normal'>Local Analysis of Functions o=
n Thin
Graphs<o:p></o:p></i></p>

<p class=3DMsoDate style=3D'margin-top:6.0pt'>10:15 &#8211; 10:30 <span
style=3D'mso-tab-count:1'> </span>Coffee <span class=3DGramE>Break</span></=
p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;mso-layout-grid-align:none'>=
10:30
&#8211; 11:15 <span style=3D'mso-tab-count:1'> </span><span class=3DSpellE>=
<b>Andr&aacute;s</b></span><b>
<span class=3DSpellE>Pr&eacute;kopa</span></b> (Rutgers University)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:.5in;margin-bottom:.0001pt;text-indent:.5in;mso-layout-grid-ali=
gn:
none'><i style=3D'mso-bidi-font-style:normal'>Conditional Mean--Conditional
Variance Portfolio Selection Models<o:p></o:p></i></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;mso-layout-grid-align:none'>=
11:15
&#8211; 12:00 <span style=3D'mso-tab-count:1'> </span><b>Jonathan Eckstein<=
/b>
(Rutgers University)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:.5in;margin-bottom:.0001pt;text-indent:.5in;mso-layout-grid-ali=
gn:
none'><i style=3D'mso-bidi-font-style:normal'>N-way Projective Operator Spl=
itting<o:p></o:p></i></p>

<p class=3DMsoDate style=3D'margin-top:6.0pt'>12:00 &#8211; 1:15<span
style=3D'mso-spacerun:yes'>&nbsp; </span><span style=3D'mso-tab-count:1'>&n=
bsp; </span>Lunch
Break</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt'>1:15 &#8211; 2:00<span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span><b>Ionut Fl=
orescu</b>
(Stevens Institute of Technology)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:.5in;margin-bottom:.0001pt;text-indent:.5in;mso-layout-grid-ali=
gn:
none'><i style=3D'mso-bidi-font-style:normal'>Theoretical Comparison of Two
Projection-Pursuit Clustering Algorithms<o:p></o:p></i></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;mso-layout-grid-align:none'>=
2:00
&#8211; 2:45 <span style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp; </spa=
n><b>Darinka
Dentcheva</b> (Stevens Institute of Technology)</p>

<p class=3DMsoBodyTextIndent3 style=3D'margin-left:1.0in;text-indent:0in;
text-autospace:ideograph-numeric'>Duality between Stochastic Dominance
Constraints and Risk Measures</p>

<p class=3DMsoDate style=3D'margin-top:6.0pt'>2:45 &#8211; 3:00<span
style=3D'mso-spacerun:yes'>&nbsp; </span><span style=3D'mso-tab-count:1'>&n=
bsp;&nbsp;&nbsp; </span>Coffee
Break</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt'>3:00 &#8211; 3:45 <span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp; </span><b>Michael Zabara=
nkin</b>
(Stevens Institute of Technology)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:.5in;margin-bottom:.0001pt;text-indent:.5in;mso-layout-grid-ali=
gn:
none'><i style=3D'mso-bidi-font-style:normal'>Recent Progress in the Theory=
 and
Applications of Deviation Measures<o:p></o:p></i></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt'>3:45 &#8211; 4:30 <span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp; </span><b>Andrzej <span
class=3DSpellE>Ruszczy&#324;ski</span></b> (Rutgers University)</p>

<p class=3DMsoDate style=3D'margin-top:6.0pt;margin-right:0in;margin-bottom=
:0in;
margin-left:.5in;margin-bottom:.0001pt;text-indent:.5in'><i style=3D'mso-bi=
di-font-style:
normal'>Risk-Averse Two Stage Stochastic Optimization<o:p></o:p></i></p>

<p class=3DMsoDate style=3D'margin-top:6.0pt'>4:30 &#8211; 4:45 <span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp; </span>Coffee Break<b><i
style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;font-f=
amily:
"Verdana","sans-serif"'><o:p></o:p></span></i></b></p>

<p class=3DMsoDate style=3D'margin-top:12.0pt;margin-right:0in;margin-botto=
m:12.0pt;
margin-left:0in'><b><i style=3D'mso-bidi-font-style:normal'><span
style=3D'font-size:10.0pt;font-family:"Verdana","sans-serif"'>Graduate
Students&#8217; Session <o:p></o:p></span></i></b></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt'>4:45&#8211; 5:05 <span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span><b
style=3D'mso-bidi-font-weight:normal'>Ricardo Collado</b> (Rutgers Universi=
ty)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:.5in;margin-bottom:.0001pt;text-indent:.5in'><i style=3D'mso-bi=
di-font-style:
normal'>Scenario Decomposition of Risk-Averse Stochastic Optimization Probl=
ems<o:p></o:p></i></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt'>5:05&#8211; 5:25 <span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span><b
style=3D'mso-bidi-font-weight:normal'>Gabriela Martinez </b>(Stevens Instit=
ute of
Technology)<i style=3D'mso-bidi-font-style:normal'><o:p></o:p></i></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:.5in;margin-bottom:.0001pt;text-indent:.5in'><i style=3D'mso-bi=
di-font-style:
normal'>Dual Regularization Methods for Probabilistic Optimization Problems=
<o:p></o:p></i></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt'>5:25&#8211; 5:45 <span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span><span
class=3DSpellE><b style=3D'mso-bidi-font-weight:normal'>Dragos</b></span><b
style=3D'mso-bidi-font-weight:normal'> <span class=3DSpellE>Bozdog</span> <=
/b>(Stevens
Institute of Technology)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:.5in;margin-bottom:.0001pt;text-indent:.5in'><i style=3D'mso-bi=
di-font-style:
normal'>Analysis of Rare Events Using High Frequency Data</i><br clear=3Dall
style=3D'mso-special-character:line-break;page-break-before:always'>
<i style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;fon=
t-family:
"Courier New"'><o:p></o:p></span></i></p>

<p class=3DMsoNormal style=3D'margin-left:.5in;text-indent:.5in'>&nbsp;</p>

<p class=3DMsoHeading9><span style=3D'font-family:"Verdana","sans-serif"'>S=
aturday,
March 21<o:p></o:p></span></p>

<p class=3DMsoDate>&nbsp;</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt'>9:00 &#8211; 9:45<span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span><span
class=3DSpellE><b>Ioannis</b></span><b> <span class=3DSpellE>Karatzas</span=
></b>
(Columbia University)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:1.0in;margin-bottom:.0001pt'><i style=3D'mso-bidi-font-style:no=
rmal'>Optimal
Arbitrage<o:p></o:p></i></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:6.0pt;
margin-left:0in'>9:45 &#8211;10:30 <span style=3D'mso-tab-count:1'>&nbsp;&n=
bsp;&nbsp; </span><b
style=3D'mso-bidi-font-weight:normal'>Werner <span class=3DSpellE>R&ouml;mi=
sch</span>
</b>(Humboldt University, Berlin)</p>

<p class=3DMsoNormal style=3D'margin-bottom:12.0pt;mso-layout-grid-align:no=
ne'><span
style=3D'mso-tab-count:2'>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&=
nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbs=
p;&nbsp;&nbsp; </span><i
style=3D'mso-bidi-font-style:normal'>Scenario Reduction and Scenario Trees =
in
Stochastic Programming<o:p></o:p></i></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt'>10:30 &#8211; 10:45 <span
style=3D'mso-tab-count:1'> </span>Coffee Break</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;mso-layout-grid-align:none'>=
10:45
&#8211; 11:30 <span style=3D'mso-tab-count:1'> </span><b>Andreas Hamel</b>
(Princeton University)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:1.0in;margin-bottom:.0001pt;mso-layout-grid-align:none'><i
style=3D'mso-bidi-font-style:normal'>The Hedging Problem in Markets with
Proportional Transaction Costs via Duality for Set-Valued Risk Measures<o:p=
></o:p></i></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;mso-layout-grid-align:none'>=
11:30
&#8211;12:15 <span style=3D'mso-tab-count:1'>&nbsp; </span><b>Farid Alizade=
h</b>
(Rutgers University)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:1.0in;margin-bottom:.0001pt;mso-layout-grid-align:none'><i
style=3D'mso-bidi-font-style:normal'>Bilinear Optimality Constraints for th=
e Cone
of Positive Polynomials and Related Cones<o:p></o:p></i></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:1.0in;margin-bottom:.0001pt;mso-layout-grid-align:none'><i
style=3D'mso-bidi-font-style:normal'><o:p>&nbsp;</o:p></i></p>

<p class=3DMsoDate style=3D'margin-top:6.0pt'>12:15&#8211; 1:30 <span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp; </span>Lunch Break</p>

<p class=3DMsoNormal style=3D'mso-layout-grid-align:none'><o:p>&nbsp;</o:p>=
</p>

<p class=3DMsoDate style=3D'margin-top:6.0pt'><b><i style=3D'mso-bidi-font-=
style:
normal'><span style=3D'font-size:10.0pt;font-family:"Verdana","sans-serif"'=
>Graduate
Students&#8217; Session <o:p></o:p></span></i></b></p>

<p class=3DMsoNormal><span style=3D'font-size:10.0pt;font-family:"Courier N=
ew"'>&nbsp;<o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt'>1:30 &#8211; 1:50 <span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp; </span><b style=3D'mso-b=
idi-font-weight:
normal'>Mine Subasi </b>(Rutgers University)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:.5in;margin-bottom:.0001pt;text-indent:.5in'><i style=3D'mso-bi=
di-font-style:
normal'>Application of the Discrete Moment Problem to an Insurance Problem<=
o:p></o:p></i></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt'>1:50 &#8211; 2:10 <span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp; </span><span class=3DSpe=
llE><b
style=3D'mso-bidi-font-weight:normal'>D&aacute;vid</b></span><b style=3D'ms=
o-bidi-font-weight:
normal'> Papp</b> (Rutgers University)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:1.0in;margin-bottom:.0001pt'><i style=3D'mso-bidi-font-style:no=
rmal'>Cone
Programming Approaches to Shape-Constrained Function Estimation Problems<o:=
p></o:p></i></p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt'>2:10 &#8211; 2:30 <span
style=3D'mso-tab-count:1'>&nbsp;&nbsp;&nbsp;&nbsp; </span><b style=3D'mso-b=
idi-font-weight:
normal'>Forrest Levin </b>(Stevens Institute of Technology)</p>

<p class=3DMsoNormal style=3D'margin-top:6.0pt;margin-right:0in;margin-bott=
om:0in;
margin-left:.5in;margin-bottom:.0001pt;text-indent:.5in'><i style=3D'mso-bi=
di-font-style:
normal'>Volatility Clustering for a Hidden Markov Chain Model</i><i
style=3D'mso-bidi-font-style:normal'><span style=3D'font-size:10.0pt;font-f=
amily:
"Courier New"'><o:p></o:p></span></i></p>

<p class=3DMsoNormal><i style=3D'mso-bidi-font-style:normal'>&nbsp;<o:p></o=
:p></i></p>

<p class=3DMsoNormal style=3D'margin-left:.5in;text-indent:.5in'><i
style=3D'mso-bidi-font-style:normal'>&nbsp;<o:p></o:p></i></p>

<p class=3DMsoNormal><b><span style=3D'font-size:8.0pt;font-family:"Verdana=
","sans-serif";
mso-bidi-font-family:Tahoma'>&nbsp;<o:p></o:p></span></b></p>

<p class=3DMsoNormal><b><span style=3D'font-size:8.0pt;font-family:"Verdana=
","sans-serif";
mso-bidi-font-family:Tahoma'>&nbsp;<o:p></o:p></span></b></p>

<p class=3DMsoNormal><b><span style=3D'font-size:8.0pt;font-family:"Verdana=
","sans-serif";
mso-bidi-font-family:Tahoma'>&nbsp;<o:p></o:p></span></b></p>

<p class=3DMsoNormal><b><span style=3D'font-size:8.0pt;font-family:"Verdana=
","sans-serif";
mso-bidi-font-family:Tahoma'>&nbsp;<o:p></o:p></span></b></p>

<p class=3DMsoNormal><b><span style=3D'font-size:8.0pt;font-family:"Verdana=
","sans-serif";
mso-bidi-font-family:Tahoma'>&nbsp;<o:p></o:p></span></b></p>

<p class=3DMsoNormal><b><span style=3D'font-size:8.0pt;font-family:"Verdana=
","sans-serif";
mso-bidi-font-family:Tahoma'>&nbsp;<o:p></o:p></span></b></p>

<p class=3DMsoNormal><span style=3D'font-size:8.0pt;font-family:"Tahoma","s=
ans-serif"'>&nbsp;<o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'margin-left:1.0in;text-indent:.5in'><span
style=3D'font-size:8.0pt;font-family:"Tahoma","sans-serif"'>&nbsp;<o:p></o:=
p></span></p>

</div>

</body>

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