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BEGIN:VEVENT
ORGANIZER;CN="Hunter, Tiffany":mailto:huntert1@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN=eecs_msee@
listserv.ohio.edu:mailto:eecs_msee@listserv.ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN=eecs_mscs@
listserv.ohio.edu:mailto:eecs_mscs@listserv.ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN='eecs_phd@
listserv.ohio.edu':mailto:eecs_phd@listserv.ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN='eecs_bsee
@listserv.ohio.edu':mailto:eecs_bsee@listserv.ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN='eecs_bscs
@listserv.ohio.edu':mailto:eecs_bscs@listserv.ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Bowman, Lu
anne":mailto:bowmanl3@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Patterson,
James":mailto:pattersj@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Abukamail,
Nasseef":mailto:abukamai@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Juedes, Da
vid":mailto:juedes@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Kelsey, Ra
lph":mailto:kelsey@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Liu, Chang"
:mailto:liuc@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Liu, Jundo
ng":mailto:liuj1@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Mourning,
Chad":mailto:mourning@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Ostermann,
Shawn":mailto:osterman@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Welch, Lon
nie":mailto:welch@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Bartone, C
hris":mailto:bartone@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Braasch, M
ichael":mailto:braaschm@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Chenji, Ha
rshavardhan":mailto:chenji@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Irwin, Den
nis":mailto:irwind@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Jadwisienc
zak, Wojciech":mailto:jadwisie@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Kaya, Sava
s":mailto:kaya@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Lawrence,
Douglas":mailto:lawrencd@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Rahman, Fa
iz":mailto:rahmanf@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Ugazio, Sa
brina":mailto:ugazio@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Vasiliadis
, Konstantinos":mailto:vassilia@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Zhu, Jim":m
ailto:zhuj@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Allwine, D
aniel":mailto:allwined@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Goble, Jam
es":mailto:goble@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Schlicher,
Jared":mailto:schliche@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Hawes, Car
l":mailto:hawes@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Karanth, A
vinash":mailto:karanth@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Lindner, P
atricia":mailto:lindnerp@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Alder, Fra
nk":mailto:alderf@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="DiBenedett
o, Mike":mailto:dibenede@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Odunaiya,
Simbo":mailto:odunaiya@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Nilles, Pa
ul":mailto:nilles@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Wilson, Aa
ron":mailto:wilsona@ohio.edu
ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Schultz, A
dam":mailto:schultza@ohio.edu
DESCRIPTION;LANGUAGE=en-US:Abstract: As machine learning (ML) is transformi
ng our society\, it is crucial to develop ML models that are not only accu
rate but also trustworthy (e.g.\, explainable\, privacy-preserving\, and s
ecure)\, especially in critical applications such as healthcare\, finance\
, etc. Achieving trustworthy ML with different learning paradigms and appl
ication domains is challenging\, given the complicated trade-off among uti
lity\, scalability\, privacy\, explainability\, and security. To bring tru
stworthy ML to real-world adoption\, I developed a series of novel privacy
-preserving mechanisms in which the trade-off between model utility and tr
ustworthiness is optimized in different application domains\, including na
tural language models\, federated learning with human and mobile sensing a
pplications\, image classification\, and explainable AI. The proposed mech
anisms have reached deployment levels of commercialized systems in real-wo
rld trials while providing trustworthiness with marginal utility drops and
rigorous theoretical guarantees. The developed solutions will enable safe
\, efficient\, and practical analyses of rich and diverse user-generated d
ata in many application domains.\n\nShort Bio: Phung Lai is a Ph.D. candid
ate in Information Systems at the New Jersey Institute of Technology. Her
research interests focus on trustworthy machine learning with the core of
privacy and security. There are various applications\, such as human sensi
ng\, mobile computing\, healthcare\, social goods\, etc. Lai has authored
13 publications and some forthcoming work in the field. Her work has been
published at leading venues\, including AAAI\, AISTATS\, IEEE BigData\, IE
EE transactions\, etc. In addition\, Lai is a holder of several patents in
privacy preservation in NLP. NSF and industrial partners\, such as Adobe\
, Qualcomm\, and Wells Fargo\, have funded her work.\n\n__________________
______________________________________________________________\nMicrosoft
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