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KITP Weekly Program of Scientific Activities

[KITP This Week] [KITP Online]

Monday, Feb 25

12:15pm Blackboard Lunch Auditorium
Giuseppe Carleo (Flatiron Institute)
Dreaming, computing, inspiring: flavors of machine learning in many-body quantum physics
1:30pm Machine Learning for Quantum Many-Body Physics Auditorium
All Participants
Organizational meet & greet
2:00pm The Rough High-Dimensional Landscape Problem Small Seminar Room
All Participants
Discussion

Tuesday, Feb 26

10:00am The Rough High-Dimensional Landscape Problem Auditorium
Andrey Lokhov (Los Alamos National Laboratory)
Learning of discrete graphical models
1:30pm Machine Learning for Quantum Many-Body Physics Auditorium
Marin Bukov (Berkeley)
Reinforcement Learning to Control Quantum Systems away from Equilibrium

Wednesday, Feb 27

10:00am Machine Learning for Quantum Many-Body Physics Auditorium
Maria Schuld (University of KwaZulu-Natal)
Quantum machine learning: Turning quantum computers into machine learning models
1:30pm The Rough High-Dimensional Landscape Problem Auditorium
Yue Lu (Harvard University)
Scaling limits with applications to a solvable model of GAN

Thursday, Feb 28

10:00am The Rough High-Dimensional Landscape Problem Auditorium
Sebastian Goldt (IPhT CEA Saclay)
Generalisation dynamics of online learning in over-parameterised neural networks
1:30pm Machine Learning for Quantum Many-Body Physics Auditorium
Aleksander Kubica (Perimeter)
Quantum error correction and machine learning
2:00pm High Energy Seminar Small Seminar Room
Thomas Hartman (Cornell)
TBA

Friday, Mar 1

1:30pm The Rough High-Dimensional Landscape Problem Auditorium
All Participants
What's next? Brainstorming and Discussions

Seminar Rooms, Auditorium, Commons Room, and Founders' Room are located on the 1st floor of Kohn Hall. Coffee and cookies are served daily in Kohn Hall Commons Room at 3:15 p.m. except on those Tuesdays when there is a Physics Department Colloquium.
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