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Oral
Wed Aug 31 01:00 PM -- 01:18 PM (PDT) @ Exhibit Hall A
Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective
In ML Programming Models and Abstractions & Interpretability and Explainability of ML
Hengrui Zhang · Zhongming Yu · Guohao Dai · Guyue Huang · Yufei Ding · Yuan Xie · Yu Wang
Oral
Wed Aug 31 01:18 PM -- 01:36 PM (PDT) @ Exhibit Hall A
torch.fx: Practical Program Capture and Transformation for Deep Learning in Python
In ML Programming Models and Abstractions & Interpretability and Explainability of ML
James Reed · Zachary DeVito · Horace He · Ansley Ussery · Jason Ansel
Oral
Wed Aug 31 01:36 PM -- 01:54 PM (PDT) @ Exhibit Hall A
FROTE: Feedback Rule-Driven Oversampling for Editing Models
In ML Programming Models and Abstractions & Interpretability and Explainability of ML
Oznur Alkan · Dennis Wei · Massimiliano Mattetti · Rahul Nair · Elizabeth Daly · Diptikalyan Saha
Oral
Wed Aug 31 01:54 PM -- 02:12 PM (PDT) @ Exhibit Hall A
TyXe: Pyro-based Bayesian neural nets for Pytorch
In ML Programming Models and Abstractions & Interpretability and Explainability of ML
Hippolyt Ritter · Theofanis Karaletsos