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08/07/2023
The Copycat Perceptron: Smashing Barriers Through Collective Learning
We characterize the equilibrium properties of a model of y coupled binar...
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01/23/2023
Explaining the effects of non-convergent sampling in the training of Energy-Based Models
In this paper, we quantify the impact of using non-convergent Markov cha...
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11/17/2022
Thermodynamics of bidirectional associative memories
In this paper we investigate the equilibrium properties of bidirectional...
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10/18/2022
Inference in conditioned dynamics through causality restoration
Computing observables from conditioned dynamics is typically computation...
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09/20/2020
Epidemic mitigation by statistical inference from contact tracing data
Contact-tracing is an essential tool in order to mitigate the impact of ...
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10/24/2018