research
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06/21/2021
Lossy Compression for Lossless Prediction
Most data is automatically collected and only ever "seen" by algorithms....
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09/27/2020
Learning Optimal Representations with the Decodable Information Bottleneck
We address the question of characterizing and finding optimal representa...
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07/02/2020
Meta-Learning Stationary Stochastic Process Prediction with Convolutional Neural Processes
Stationary stochastic processes (SPs) are a key component of many probab...
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11/10/2019
Location Attention for Extrapolation to Longer Sequences
Neural networks are surprisingly good at interpolating and perform remar...
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10/29/2019