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Azimov Sherkhon

1 articles · 4 co-authors · latest: 2025-07-11
Susana Lopez-Moreno · Eric Dolores-Cuenca · Sieun Lee · Sangil Kim

We have retold 1 papers by this author. 1 of them with a full read. most often about: chaos theory, Recurrent Neural Networks, Large Language Models. 4 co-authors across our retellings.

autoencoder · autoregressive model · Generative Adversarial Networks · Large Language Models · linear regression · neural network regression · nonlinear dynamics · nonlinear laplacian spectral analysis · parameter · predictive learning neural networks · probabilistic forecast · protein language model · random network · regularisation · regularization methods · reservoir computing · robust machine learning · Stochastic modeling · transformers · Weakly Supervised Learning
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Machine Learning2025-07-112 minarXiv:2507.08738
How to Predict Chaos When Everything Is Noisy
Imagine a translator in a noisy hall, trying to catch a speech through the buzz of voices. The usual approach is to memorize a set of phrases and slot them into templates. But when the noise cranks up, the template falls apart.
Azimov Sherkhon·Susana Lopez-Moreno·Eric Dolores-Cuenca·Sieun Lee·Sangil Kim
Henri PoincaréRainer WeissKip Thornechaos theoryRecurrent Neural NetworksLarge Language Modelsself-supervised learning
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