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 South America

5934c1ec0cd31e12bd9084d106bc2e32-Supplemental.pdf

5934c1ec0cd31e12bd9084d106bc2e32-Paper.pdf

Recurrent Memory Transformer

Neural Information Processing Systems

Results of experiments show that RMT performs on par with the Transformer-XL on language modeling for smaller memory sizes and outperforms it for tasks that require longer sequence processing. We show that adding memory tokens to Tr-XL is able to improve its performance.

Learning in Congestion Games with Bandit Feedback

Neural Information Processing Systems

To help address these issues, a natural approach is to consider games with special structures. In this paper, we focus on congestion games.

Learning in Congestion Games with Bandit Feedback

Neural Information Processing Systems

To help address these issues, a natural approach is to consider games with special structures. In this paper, we focus on congestion games.

4683beb6bab325650db13afd05d1a14a-Paper-Conference.pdf

46108d807b50ad4144eb353b5d0e8851-Paper-Conference.pdf

Improved Imaging by Invex Regularizers with Global Optima Guarantees Samuel Pinilla

Neural Information Processing Systems

Image reconstruction enhanced by regularizers, e.g., to enforce sparsity, low rank

A Probabilistic Graph Coupling View of Dimension Reduction

Neural Information Processing Systems

They are well understood and unified in the kernel PCA framework [16].

4574ac9854d4defe3bf119d07b817084-Paper-Conference.pdf