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08/05/2021
Learning to Elect
Voting systems have a wide range of applications including recommender s...
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09/23/2020
A Unified Analysis of First-Order Methods for Smooth Games via Integral Quadratic Constraints
The theory of integral quadratic constraints (IQCs) allows the certifica...
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07/13/2020
Regularized linear autoencoders recover the principal components, eventually
Our understanding of learning input-output relationships with neural net...
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07/03/2019
Benchmarking Model-Based Reinforcement Learning
Model-based reinforcement learning (MBRL) is widely seen as having the p...
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11/22/2018
TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer
In this work, we address the problem of musical timbre transfer, where t...
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10/20/2016