Agenda
Monday, July 15
07:30 - 08:20 Check-in / Badges / Poster drop-off All
08:20 - 08:30 Opening remarks Sudip Dosanjh
08:30 - 10:00 Introduction to ML Brenda Ng
10:00 - 10:05 Logistics & Safety Minute Becci Totzke
10:05 - 10:30 Break
10:30 - 12:00 Neural Networks I Mustafa Mustafa
12:00 - 13:30 Working Lunch All
Overview of NERSC DL Stack Wahid Bhimji
Setup NERSC accounts for hands-on sessions Program Team
13:30 - 15:00 TensorFlow Ecosystem Josh Gordon
15:00 - 15:30 Break
15:30 - 17:00 Building NNs using Keras (hands-on) Steven Farrell
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Tuesday, July 16
08:30 - 10:00 Neural Networks II Mustafa Mustafa
10:00 - 10:30 Break
10:30 - 12:00 Practicalities in Deep Learning Joel Hestness
12:00 - 13:30 Working Lunch All
13:30 - 15:00 DL Reproducibility Jessica Forde
15:00 - 15:30 Break
15:30 - 16:15 Training NNs Hands-on All
16:15- 17:00 Fairness and Ethics in ML Emily Denton
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Wednesday, July 17
08:30 - 10:00 Sequential Models Luke de Oliveira
10:00 - 10:30 Break
10:30 - 12:00 Generative Models Emily Denton
12:00 - 13:30 Working Lunch All
DL for Science at NERSC Prabhat
13:30 - 14:00 GANs for HEP Ben Nachman
14:00 - 14:30 DL for Molecular Engineering Jennifer Wei
14:30 - 15:00 DL for Quantum Chemistry Justin Smith
15:00 - 15:30 Break
** Deadline for posters
15:30 - 17:00 Hyperparameters Optimization Ben Albrecht
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Thursday, July 18
08:30 - 10:00 Feature-wise Transformation Vincent Dumoulin
10:00 - 10:30 Break
10:30 - 12:00 Interpretability Been Kim
12:00 - 13:30 Working Lunch All
Self-guided hands-on Program Team
13:30 - 15:00 Object Detection and Image Segmentation Alexander Kirillov
15:00 - 15:05 Group Photo All
15:05 - 15:30 Break
15:30 - 17:00 Posters / Reception All
** Building 59, Conference rooms 3101 & 4102
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Friday, July 19
08:30 - 10:00 Scaling NNs Training Thorsten Kurth
10:00 - 10:30 Break
10:30 - 12:00 Geometric DL Or Litany
12:00 - 13:30 Working Lunch All
Scaling NNs Training (hands-on) Steven Farrell
Program ends at 14:00 Friday, July 19
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