BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//CIS 5200//Course Calendar//EN
CALSCALE:GREGORIAN
METHOD:PUBLISH
X-WR-CALNAME:CIS 5200 Fall 2026
X-WR-TIMEZONE:America/New_York
BEGIN:VTIMEZONE
TZID:America/New_York
BEGIN:DAYLIGHT
TZOFFSETFROM:-0500
TZOFFSETTO:-0400
TZNAME:EDT
DTSTART:19700308T020000
RRULE:FREQ=YEARLY;BYMONTH=3;BYDAY=2SU
END:DAYLIGHT
BEGIN:STANDARD
TZOFFSETFROM:-0400
TZOFFSETTO:-0500
TZNAME:EST
DTSTART:19701101T020000
RRULE:FREQ=YEARLY;BYMONTH=11;BYDAY=1SU
END:STANDARD
END:VTIMEZONE
BEGIN:VEVENT
UID:lecture-2026-08-26@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260826T134500
DTEND;TZID=America/New_York:20260826T151400
SUMMARY:CIS 5200 Lecture: Course Introduction
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-08-31@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260831T134500
DTEND;TZID=America/New_York:20260831T151400
SUMMARY:CIS 5200 Lecture: Supervised Learning Setup
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-09-02@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260902T134500
DTEND;TZID=America/New_York:20260902T151400
SUMMARY:CIS 5200 Lecture: k-Nearest Neighbors\, Curse of Dimensionality
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-09-09@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260909T134500
DTEND;TZID=America/New_York:20260909T151400
SUMMARY:CIS 5200 Lecture: Linear Models\, Perceptron
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-09-14@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260914T134500
DTEND;TZID=America/New_York:20260914T151400
SUMMARY:CIS 5200 Lecture: Gradient Descent
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-09-16@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260916T134500
DTEND;TZID=America/New_York:20260916T151400
SUMMARY:CIS 5200 Lecture: Gradient Descent\, Empirical Risk Minimization
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-09-21@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260921T134500
DTEND;TZID=America/New_York:20260921T151400
SUMMARY:CIS 5200 Lecture: Linear Regression\, Logistic Regression
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-09-23@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260923T134500
DTEND;TZID=America/New_York:20260923T151400
SUMMARY:CIS 5200 Lecture: Linear Regression\, Logistic Regression (continued)
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-09-28@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260928T134500
DTEND;TZID=America/New_York:20260928T151400
SUMMARY:CIS 5200 Lecture: Linear Support Vector Machines
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-09-30@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260930T134500
DTEND;TZID=America/New_York:20260930T151400
SUMMARY:CIS 5200 Lecture: Nonlinear Modeling\, Kernels
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-10-05@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261005T134500
DTEND;TZID=America/New_York:20261005T151400
SUMMARY:CIS 5200 Lecture: Kernels Continued\, Kernel SVMs or Gaussian Processes
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-10-07@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261007T134500
DTEND;TZID=America/New_York:20261007T151400
SUMMARY:CIS 5200 Lecture: Neural Networks
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-10-12@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261012T134500
DTEND;TZID=America/New_York:20261012T151400
SUMMARY:CIS 5200 Lecture: Decision Trees
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-10-14@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261014T134500
DTEND;TZID=America/New_York:20261014T151400
SUMMARY:CIS 5200 Lecture: Review for Midterm
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-10-19@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261019T134500
DTEND;TZID=America/New_York:20261019T151400
SUMMARY:CIS 5200 Lecture: Midterm Exam
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-10-21@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261021T134500
DTEND;TZID=America/New_York:20261021T151400
SUMMARY:CIS 5200 Lecture: Boosting I (Gradient Boosted Regression Trees)
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-10-26@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261026T134500
DTEND;TZID=America/New_York:20261026T151400
SUMMARY:CIS 5200 Lecture: Boosting II (AdaBoost)
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-10-28@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261028T134500
DTEND;TZID=America/New_York:20261028T151400
SUMMARY:CIS 5200 Lecture: Bagging\, Random Forests
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-11-02@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261102T134500
DTEND;TZID=America/New_York:20261102T151400
SUMMARY:CIS 5200 Lecture: Bias-Variance Decomposition
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-11-04@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261104T134500
DTEND;TZID=America/New_York:20261104T151400
SUMMARY:CIS 5200 Lecture: Model Debugging
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-11-09@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261109T134500
DTEND;TZID=America/New_York:20261109T151400
SUMMARY:CIS 5200 Lecture: Performance Metrics
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-11-11@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261111T134500
DTEND;TZID=America/New_York:20261111T151400
SUMMARY:CIS 5200 Lecture: PCA\, Autoencoders
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-11-16@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261116T134500
DTEND;TZID=America/New_York:20261116T151400
SUMMARY:CIS 5200 Lecture: Transformers I
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-11-18@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261118T134500
DTEND;TZID=America/New_York:20261118T151400
SUMMARY:CIS 5200 Lecture: Transformers II\, LLM Pretraining
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-11-30@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261130T134500
DTEND;TZID=America/New_York:20261130T151400
SUMMARY:CIS 5200 Lecture: LLM Post-training (SFT\, RL)
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-12-02@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261202T134500
DTEND;TZID=America/New_York:20261202T151400
SUMMARY:CIS 5200 Lecture: Diffusion or Flow Matching
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:lecture-2026-12-07@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20261207T134500
DTEND;TZID=America/New_York:20261207T151400
SUMMARY:CIS 5200 Lecture: Final Exam
LOCATION:Leidy Laboratories 10
END:VEVENT
BEGIN:VEVENT
UID:exam-midterm-exam@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;VALUE=DATE:20261019
DTEND;VALUE=DATE:20261020
SUMMARY:CIS 5200 Midterm Exam
END:VEVENT
BEGIN:VEVENT
UID:exam-oral-assessment-1@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;VALUE=DATE:20261104
DTEND;VALUE=DATE:20261105
SUMMARY:CIS 5200 Oral Assessment 1
END:VEVENT
BEGIN:VEVENT
UID:exam-oral-assessment-2@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;VALUE=DATE:20261118
DTEND;VALUE=DATE:20261119
SUMMARY:CIS 5200 Oral Assessment 2
END:VEVENT
BEGIN:VEVENT
UID:exam-final-exam@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;VALUE=DATE:20261207
DTEND;VALUE=DATE:20261208
SUMMARY:CIS 5200 Final Exam
END:VEVENT
BEGIN:VEVENT
UID:oh-kevin-song-MO-1530@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260824T153000
DTEND;TZID=America/New_York:20260824T163000
RRULE:FREQ=WEEKLY;BYDAY=MO;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Kevin Song
LOCATION:Online
DESCRIPTION:Join link: https://upenn.zoom.us/j/91332865311?pwd=6SmR51jqq6PHJgsB5593DDWw8iIqQE.1
URL:https://upenn.zoom.us/j/91332865311?pwd=6SmR51jqq6PHJgsB5593DDWw8iIqQE.1
END:VEVENT
BEGIN:VEVENT
UID:oh-leo-zhang-MO-1600@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260824T160000
DTEND;TZID=America/New_York:20260824T170000
RRULE:FREQ=WEEKLY;BYDAY=MO;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Leo Zhang
LOCATION:Amy Gutmann Hall 300E
END:VEVENT
BEGIN:VEVENT
UID:oh-aadam-mulla-MO-1600@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260824T160000
DTEND;TZID=America/New_York:20260824T170000
RRULE:FREQ=WEEKLY;BYDAY=MO;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Aadam Mulla
LOCATION:Online
DESCRIPTION:Join link: https://upenn.zoom.us/j/9532390208
URL:https://upenn.zoom.us/j/9532390208
END:VEVENT
BEGIN:VEVENT
UID:oh-pedram-bayat-TU-1130@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260825T113000
DTEND;TZID=America/New_York:20260825T123000
RRULE:FREQ=WEEKLY;BYDAY=TU;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Pedram Bayat
LOCATION:Amy Gutmann Hall 300E
END:VEVENT
BEGIN:VEVENT
UID:oh-hari-srinivasan-TU-1500@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260825T150000
DTEND;TZID=America/New_York:20260825T170000
RRULE:FREQ=WEEKLY;BYDAY=TU;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Hari Srinivasan
LOCATION:Amy Gutmann Hall 300E
END:VEVENT
BEGIN:VEVENT
UID:oh-kevin-li-TU-1600@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260825T160000
DTEND;TZID=America/New_York:20260825T170000
RRULE:FREQ=WEEKLY;BYDAY=TU;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Kevin Li
LOCATION:Online
DESCRIPTION:Join link: https://us04web.zoom.us/j/72225835650?pwd=FjZd27k1ordaeHUvT0uD7GzjwjHr10.1
URL:https://us04web.zoom.us/j/72225835650?pwd=FjZd27k1ordaeHUvT0uD7GzjwjHr10.1
END:VEVENT
BEGIN:VEVENT
UID:oh-garrett-lee-WE-0800@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260826T080000
DTEND;TZID=America/New_York:20260826T090000
RRULE:FREQ=WEEKLY;BYDAY=WE;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Garrett Lee
LOCATION:Amy Gutmann Hall\, 2nd floor bump space
END:VEVENT
BEGIN:VEVENT
UID:oh-josh-kim-WE-1530@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260826T153000
DTEND;TZID=America/New_York:20260826T163000
RRULE:FREQ=WEEKLY;BYDAY=WE;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Josh Kim
LOCATION:TBD
DESCRIPTION:Join link: https://us04web.zoom.us/j/76150488780?pwd=W8TOr3oywik0S0wYWpY2oq5a05b8xI.1
URL:https://us04web.zoom.us/j/76150488780?pwd=W8TOr3oywik0S0wYWpY2oq5a05b8xI.1
END:VEVENT
BEGIN:VEVENT
UID:oh-sam-huang-TH-1400@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260827T140000
DTEND;TZID=America/New_York:20260827T150000
RRULE:FREQ=WEEKLY;BYDAY=TH;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Sam Huang
LOCATION:Amy Gutmann Hall 633
END:VEVENT
BEGIN:VEVENT
UID:oh-madhav-sharma-TH-1530@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260827T153000
DTEND;TZID=America/New_York:20260827T163000
RRULE:FREQ=WEEKLY;BYDAY=TH;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Madhav Sharma
LOCATION:Online
DESCRIPTION:Join link: https://upenn.zoom.us/j/91850191130?pwd=RiqfA6hfxqNMoHrR0aWZWvkZDJOj9O.1
URL:https://upenn.zoom.us/j/91850191130?pwd=RiqfA6hfxqNMoHrR0aWZWvkZDJOj9O.1
END:VEVENT
BEGIN:VEVENT
UID:oh-mohit-shah-FR-1000@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260828T100000
DTEND;TZID=America/New_York:20260828T110000
RRULE:FREQ=WEEKLY;BYDAY=FR;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Mohit Shah
LOCATION:Online
DESCRIPTION:Join link: https://us04web.zoom.us/j/6397768335?pwd=g0IWrTxV2crnktR9wfPGwUqQhsQxbs.1
URL:https://us04web.zoom.us/j/6397768335?pwd=g0IWrTxV2crnktR9wfPGwUqQhsQxbs.1
END:VEVENT
BEGIN:VEVENT
UID:oh-rhea-malik-FR-1100@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260828T110000
DTEND;TZID=America/New_York:20260828T120000
RRULE:FREQ=WEEKLY;BYDAY=FR;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Rhea Malik
LOCATION:Amy Gutmann Hall 300E
END:VEVENT
BEGIN:VEVENT
UID:oh-jesus-roberto-tamez-villarreal-FR-1100@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260828T110000
DTEND;TZID=America/New_York:20260828T120000
RRULE:FREQ=WEEKLY;BYDAY=FR;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Jesus Roberto Tamez Villarreal
LOCATION:Amy Gutmann Hall 300E
END:VEVENT
BEGIN:VEVENT
UID:oh-eric-yule-FR-1100@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260828T110000
DTEND;TZID=America/New_York:20260828T120000
RRULE:FREQ=WEEKLY;BYDAY=FR;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Eric Yule
LOCATION:Online
DESCRIPTION:Join link: https://us05web.zoom.us/j/88593230661?pwd=XwfFZZALpp3pJkilzgo8LeUpBiAVWG.1
URL:https://us05web.zoom.us/j/88593230661?pwd=XwfFZZALpp3pJkilzgo8LeUpBiAVWG.1
END:VEVENT
BEGIN:VEVENT
UID:oh-rachel-ma-FR-1200@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260828T120000
DTEND;TZID=America/New_York:20260828T130000
RRULE:FREQ=WEEKLY;BYDAY=FR;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Rachel Ma
LOCATION:Online
DESCRIPTION:Join link: https://us04web.zoom.us/j/71415378119?pwd=nz4YTT5nZik20LaYRKJ0rSa47cAUak.1
URL:https://us04web.zoom.us/j/71415378119?pwd=nz4YTT5nZik20LaYRKJ0rSa47cAUak.1
END:VEVENT
BEGIN:VEVENT
UID:oh-michel-faloughi-FR-1300@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260828T130000
DTEND;TZID=America/New_York:20260828T140000
RRULE:FREQ=WEEKLY;BYDAY=FR;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Michel Faloughi
LOCATION:Online
DESCRIPTION:Join link: https://meet.google.com/gfh-akzz-cqj
URL:https://meet.google.com/gfh-akzz-cqj
END:VEVENT
BEGIN:VEVENT
UID:oh-avaneesh-parasnis-FR-1400@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260828T140000
DTEND;TZID=America/New_York:20260828T150000
RRULE:FREQ=WEEKLY;BYDAY=FR;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Avaneesh Parasnis
LOCATION:Amy Gutmann Hall 300E
END:VEVENT
BEGIN:VEVENT
UID:oh-zheng-xing-FR-1600@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260828T160000
DTEND;TZID=America/New_York:20260828T170000
RRULE:FREQ=WEEKLY;BYDAY=FR;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Zheng Xing
LOCATION:Online
DESCRIPTION:Join link: https://upenn.zoom.us/j/96144390632?pwd=gNPpT3xgEIkXZojozXZBoxVnw85Pb0.1
URL:https://upenn.zoom.us/j/96144390632?pwd=gNPpT3xgEIkXZojozXZBoxVnw85Pb0.1
END:VEVENT
BEGIN:VEVENT
UID:oh-sung-cho-FR-1800@cis5200.com
DTSTAMP:20260926T031735Z
DTSTART;TZID=America/New_York:20260828T180000
DTEND;TZID=America/New_York:20260828T190000
RRULE:FREQ=WEEKLY;BYDAY=FR;UNTIL=20261208T045959Z
SUMMARY:CIS 5200 Office Hours: Sung Cho
LOCATION:Amy Gutmann Hall 300E
END:VEVENT
END:VCALENDAR