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Program
Workshop:
Machine Learning in HPC Environments
Session Chairs
Mike Houston
Nvidia Corporation
Janis Keuper
Offenburg University of Applied Sciences
Fraunhofer Institute for Industrial Mathematics
Seung-Hwan Lim
Oak Ridge National Laboratory (ORNL)
Xipeng Shen
North Carolina State University
Event Type
Workshop
Registration Categories
W
Time
Thursday, 12 November 2020
10am
-
5:20pm
EDT
Location
Track 3
Presentations
10:00am
-
10:10am
EDT
Introduction: Machine Learning in HPC Environments
Organizers
Seung-Hwan Lim
Xipeng Shen
Janis Keuper
Michael Houston
10:10am
-
11:10am
EDT
Fairness, Accountability, Transparency, and Ethics in Computer Vision
Presenter
Timnit Gebru
11:10am
-
11:25am
EDT
Machine Learning in HPC Environments – Break
11:25am
-
11:55am
EDT
EventGraD: Event-Triggered Communication in Parallel Stochastic Gradient Descent
Author/Presenters
Soumyadip Ghosh
Vijay Gupta
11:55am
-
12:25pm
EDT
A Benders Decomposition Approach to Correlation Clustering
Author/Presenters
Jovita Lukasik
Margret Keuper
Maneesh Singh
Julian Yarkony
12:25pm
-
12:55pm
EDT
Accelerating GPU-Based Machine Learning in Python Using MPI Library: A Case Study with MVAPICH2-GDR
Author/Presenters
Seyedeh Mahdieh Ghazimirsaeed
Quentin Anthony
Aamir Shafi
Hari Subramoni
Dhabaleswar K. (DK) Panda
12:55pm
-
2:30pm
EDT
Machine Learning in HPC Environments – Lunch Break
2:30pm
-
3:30pm
EDT
Keynote: Michael Garland - Programming Systems of Data
Presenter
Michael Garland
3:30pm
-
4:00pm
EDT
Accelerate Distributed Stochastic Gradient Descent for Nonconvex Optimization with Momentum
Author/Presenters
Guojing Cong
tianyi liu
4:00pm
-
4:15pm
EDT
Machine Learning in HPC Environments – Break
4:15pm
-
4:45pm
EDT
High-Bypass Learning: Automated Detection of Tumor Cells that Significantly Impact Drug Response
Author/Presenters
Justin Wozniak
Hyunseung Yoo
Jamaludin Mohd-Yusof
Bogdan Nicolae
Richard Turgeon
Nick Collier
Jonathan Ozik
Thomas Brettin
Rick Stevens
4:45pm
-
5:15pm
EDT
Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models
Author/Presenters
Sergio Botelho
Ameya Joshi
Biswajit Khara
Vinay Rao
Soumik Sarkar
Chinmay Hegde
Santi Adavani
Baskar Ganapathysubramanian
5:15pm
-
5:20pm
EDT
Machine Learning in HPC Environments – Concluding Remarks
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