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June 5, 2026
Neural Network Maps as a Method for Constructing Mathematical Models
Scientists from HSE University–Nizhny Novgorod and the Institute of Physics Belgrade, Serbia, are jointly exploring the application of machine learning techniques and neural networks to the study of nonlinear dynamics. Natalya Stankevich, Leading Research Fellow at the Laboratory of Topological Methods in Dynamics of the Faculty of Informatics, Mathematics, and Computer Science at HSE University–Nizhny Novgorod, spoke to the HSE News Service about this international project.
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Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science have developed a new compression method for large language models such as GPT and LLaMA that reduces their size by 25–36% without additional training or significant loss of accuracy. This is the first approach to use mathematical transformations—specifically, rotations of model weights—to make models more amenable to compression with structured matrices. The study results have been published in ACL Findings 2025. The code is available on GitHub.

 

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The Leftover of the Good Sense: On the Transcendental Philosophy in the Light of the Post-structuralist Critic

Horizon, Fenomenologiceskie Issledovania. 2015. Vol. 4. No. 2. P. 63–70.
Chernavin G.

The contemporary philosophy mobilizes differrent strategies of interacting with the common sense in its two most important Forms, with the bona mens and thesensus communis. The tradition of the every day language starting from the debates between Moore and Wittgenstein sees the neccessity or to defend the common sense, or to restore it, as if it was once lost. For the poststructuralism, especially for its Deleuzian version, the passion of philosophy is not the common sense, but the paradox. That is why the task of the living philosophy consist also in the provocation of the «sound» human mind. Nevertheless, the defense (or the rehabilitation) and the provocation are not the only possible strategies. For a certain tendency in the phenomenology, which places itself in aftermath of the kantian transcendentalism (the mature Husserl, Fink, recently Richir), the essential moment of the philosophical work consists in the «suspention» of the self-understood claims of the natural objectivism, of the «power of „common sense“».