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Schedule, Notes/Handouts & Videos

Mathematics of Machine Learning July 29, 2019 - August 09, 2019

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Jul 29, 2019
Monday
08:00 AM - 08:30 AM
  Coffee and Badge pick-up (Zillow Commons)
08:30 AM - 08:45 AM
  Welcome
09:00 AM - 10:00 AM
  Statistical Learning
Robert Schapire (Microsoft Research)
10:00 AM - 10:30 AM
  Coffee Break
10:30 AM - 11:30 AM
  Convex Optimization
Sebastien Bubeck (Microsoft Research)
11:30 AM - 12:30 PM
  Problem Session
12:30 PM - 02:00 PM
  Lunch
02:00 PM - 03:00 PM
  Statistical Learning
Robert Schapire (Microsoft Research)
03:00 PM - 03:30 PM
  Coffee Break
03:30 PM - 04:30 PM
  Problem Session
Jul 30, 2019
Tuesday
09:00 AM - 10:00 AM
  Statistical Learning
Robert Schapire (Microsoft Research)
10:00 AM - 10:30 AM
  Coffee Break
10:30 AM - 11:30 AM
  Convex Optimization
Sebastien Bubeck (Microsoft Research)
11:30 AM - 12:30 PM
  Problem Session
12:30 PM - 02:00 PM
  Lunch
02:00 PM - 03:00 PM
  Statistical Learning
Robert Schapire (Microsoft Research)
03:00 PM - 03:30 PM
  Coffee Break
03:30 PM - 04:30 PM
  Problem Session
Jul 31, 2019
Wednesday
09:00 AM - 10:00 AM
  Bandits
Kevin Jamieson (University of Washington)
10:00 AM - 10:30 AM
  Coffee Break
10:30 AM - 11:30 AM
  Statistical Learning
Robert Schapire (Microsoft Research)
11:30 AM - 12:30 PM
  Problem Session
12:30 PM - 02:00 PM
  Lunch
02:00 PM - 03:00 PM
  Bandits
Kevin Jamieson (University of Washington)
03:00 PM - 03:30 PM
  Coffee Break
03:30 PM - 04:30 PM
  Problem Session
Aug 01, 2019
Thursday
09:00 AM - 10:00 AM
  Bandits
Kevin Jamieson (University of Washington)
10:00 AM - 10:30 AM
  Coffee Break
10:30 AM - 11:30 AM
  Convex Optimization
Sebastien Bubeck (Microsoft Research)
11:30 AM - 12:30 PM
  Problem Session
12:30 PM - 02:00 PM
  Lunch
02:00 PM - 03:00 PM
  Bandits
Kevin Jamieson (University of Washington)
03:00 PM - 03:30 PM
  Coffee Break
03:30 PM - 04:30 PM
  Problem Session
Aug 02, 2019
Friday
09:00 AM - 10:00 AM
  Bandits
Kevin Jamieson (University of Washington)
10:00 AM - 10:30 AM
  Coffee Break
10:30 AM - 11:30 AM
  Convex Optimization
Sebastien Bubeck (Microsoft Research)
11:30 AM - 12:30 PM
  Problem Session
12:30 PM - 02:00 PM
  Lunch
02:00 PM - 03:00 PM
  Convex Optimization
Sebastien Bubeck (Microsoft Research)
03:00 PM - 03:30 PM
  Coffee Break
03:30 PM - 04:30 PM
  Problem Session
Aug 05, 2019
Monday
09:00 AM - 10:00 AM
  Deep Learning
Joan Bruna (New York University, Courant Institute)
10:00 AM - 10:30 AM
  Coffee Break
10:30 AM - 12:30 PM
  Problem Session
12:30 PM - 02:00 PM
  Lunch
02:00 PM - 03:00 PM
  Reinforcement Learning
Emma Brunskill (Stanford University)
03:00 PM - 03:30 PM
  Coffee Break
03:30 PM - 04:30 PM
  Reinforcement Learning
Emma Brunskill (Stanford University)
Aug 06, 2019
Tuesday
09:00 AM - 10:00 AM
  Reinforcement Learning
Emma Brunskill (Stanford University)
10:00 AM - 10:30 AM
  Coffee Break
10:30 AM - 11:30 AM
  Deep Learning
Joan Bruna (New York University, Courant Institute)
11:30 AM - 12:30 PM
  Problem Session
12:30 PM - 02:00 PM
  Lunch
02:00 PM - 03:00 PM
  Reinforcement Learning
Emma Brunskill (Stanford University)
03:00 PM - 03:30 PM
  Coffee Break
03:30 PM - 04:30 PM
  Problem Session
Aug 07, 2019
Wednesday
09:00 AM - 10:00 AM
  Reinforcement Learning
Emma Brunskill (Stanford University)
10:00 AM - 10:30 AM
  Coffee Break
10:30 AM - 11:30 AM
  Deep Learning
Joan Bruna (New York University, Courant Institute)
11:30 AM - 12:30 PM
  Problem Session
12:30 PM - 02:00 PM
  Lunch
02:00 PM - 03:00 PM
  Deep Learning
Joan Bruna (New York University, Courant Institute)
03:00 PM - 03:30 PM
  Coffee Break
03:30 PM - 04:30 PM
  Problem Session
Aug 08, 2019
Thursday
All Day
  Field Trip to Microsoft Research Redmond
Aug 09, 2019
Friday
09:00 AM - 12:30 PM
  Student presentations and wrap-up
12:30 PM - 02:00 PM
  Lunch
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