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09/12/2023
A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale
Shampoo is an online and stochastic optimization algorithm belonging to ...
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08/08/2022
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints
The performance of trained neural networks is robust to harsh levels of ...
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07/08/2022
L_0onie: Compressing COINs with L_0-constraints
Advances in Implicit Neural Representations (INR) have motivated researc...
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05/21/2022
Equivariant Mesh Attention Networks
Equivariance to symmetries has proven to be a powerful inductive bias in...
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12/02/2017