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Workshop
EarthNet2021: A novel large-scale dataset and challenge for forecasting localized climate impacts
Christian Requena-Mesa
Poster
Wed 9:00 A/B Testing in Dense Large-Scale Networks: Design and Inference
Preetam Nandy · Kinjal Basu · Shaunak Chatterjee · Ye Tu
Expo Talk Panel
Sun 8:00 Making boats fly by scaling Reinforcement Learning with Software 2.0
Nicolas Hohn · Jacomo M Corbo · Eloise Gleek
Workshop
Sat 10:15 Novel application of Convolutional Neural Networks for the meta-modeling of large-scale spatial data
Kiri Stern
Poster
Thu 21:00 Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization
Michal Derezinski · Burak Bartan · Mert Pilanci · Michael Mahoney
Poster
Mon 21:00 Position-based Scaled Gradient for Model Quantization and Pruning
Jangho Kim · KiYoon Yoo · Nojun Kwak
Workshop
Sat 14:31 Contributed Talk - Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences
Alexander Rives · Siddharth Goyal · Joshua Meier · Zeming Lin · Demi Guo · Myle Ott · Larry Zitnick · Rob Fergus