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Local to Global: Learning Dynamics and Effect of Initialization for Transformers
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Makkuva, Ashok Vardhan
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Bondaschi, Marco
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Ekbote, Chanakya
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Characterising directed and undirected metrics of high-order interdependence
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Properties of the Strong Data Processing Constant for R\'enyi Divergence
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Software in the natural world: A computational approach to hierarchical emergence
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Attention with Markov: A Framework for Principled Analysis of Transformers via Markov Chains
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Personalized Privacy-Preserving Distributed Learning on Heterogeneous Data
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Pradeep, Aditya
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2023 IEEE International Symposium on Information Theory (ISIT) Information Theory (ISIT), 2023 IEEE International Symposium on. :2272-2277 Jun, 2023
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Distributed Lossy Computation with Structured Codes: From Discrete to Continuous Sources
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Pastore, Adriano
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Lim, Sung Hoon
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Feng, Chen
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Nazer, Bobak
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2023 IEEE International Symposium on Information Theory (ISIT) Information Theory (ISIT), 2023 IEEE International Symposium on. :1681-1686 Jun, 2023
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