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06/05/2023
Learning nonparametric latent causal graphs with unknown interventions
We establish conditions under which latent causal graphs are nonparametr...
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07/04/2022
Invariant and Transportable Representations for Anti-Causal Domain Shifts
Real-world classification problems must contend with domain shift, the (...
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11/13/2020
A Legged Soft Robot Platform for Dynamic Locomotion
We present an open-source untethered quadrupedal soft robot platform for...
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06/30/2020
Associative Memory in Iterated Overparameterized Sigmoid Autoencoders
Recent work showed that overparameterized autoencoders can be trained to...
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10/30/2019
Meta-Learning to Cluster
Clustering is one of the most fundamental and wide-spread techniques in ...
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10/16/2019