The Mean-Field Dynamics of Transformers
Fuente:
arXiv
Guardado en:
| Autor principal: | Rigollet, Philippe |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
A Dynamics-Informed Gaussian Process Framework for 2D Stochastic Navier-Stokes via Quasi-Gaussianity
por: Hamzi, Boumediene, et al.
Publicado: (2025)
por: Hamzi, Boumediene, et al.
Publicado: (2025)
Residual connections provably mitigate oversmoothing in graph neural networks
por: Chen, Ziang, et al.
Publicado: (2025)
por: Chen, Ziang, et al.
Publicado: (2025)
Quantitative Clustering in Mean-Field Transformer Models
por: Chen, Shi, et al.
Publicado: (2025)
por: Chen, Shi, et al.
Publicado: (2025)
Weak Generative Sampler to Efficiently Sample Invariant Distribution of Stochastic Differential Equation
por: Cai, Zhiqiang, et al.
Publicado: (2024)
por: Cai, Zhiqiang, et al.
Publicado: (2024)
Error Estimation in the Mean-Field Limit of Kinetic Flocking Models with Local Alignments
por: Wang, Jinhuan, et al.
Publicado: (2024)
por: Wang, Jinhuan, et al.
Publicado: (2024)
Mesoscopic and Macroscopic Entropy Balance Equations in a Stochastic Dynamics and Its Deterministic Limit
por: Qian, Hong, et al.
Publicado: (2024)
por: Qian, Hong, et al.
Publicado: (2024)
Mean field limits of particle-based stochastic reaction-drift-diffusion models
por: Heldman, Max, et al.
Publicado: (2023)
por: Heldman, Max, et al.
Publicado: (2023)
Ensemble forecasts in reproducing kernel Hilbert space family
por: Dufée, Benjamin, et al.
Publicado: (2022)
por: Dufée, Benjamin, et al.
Publicado: (2022)
Freezing Phase Transitions for Lattice Systems and Higher-Dimensional Subshifts
por: Chazottes, J. -R., et al.
Publicado: (2025)
por: Chazottes, J. -R., et al.
Publicado: (2025)
Localization of interacting random particles with power-law long-range hopping
por: Jian, Wenwen, et al.
Publicado: (2025)
por: Jian, Wenwen, et al.
Publicado: (2025)
Notes on SU(2) invariant absolutely continuous probability measures
por: Vitillaro, Giuseppe
Publicado: (2025)
por: Vitillaro, Giuseppe
Publicado: (2025)
The Eigenfunctions of the Transfer Operator for the Dyson model in a field
por: Makhmudov, Mirmukhsin
Publicado: (2025)
por: Makhmudov, Mirmukhsin
Publicado: (2025)
New probabilistic methods for physics
por: Cirier, Guy
Publicado: (2025)
por: Cirier, Guy
Publicado: (2025)
Ergodicity and asymptotic limits for Langevin interacting systems with singular forces and multiplicative noises
por: Duong, Manh Hong, et al.
Publicado: (2026)
por: Duong, Manh Hong, et al.
Publicado: (2026)
The intertwining property for Laguerre processes with a fixed parameter
por: Bufetov, Alexander I., et al.
Publicado: (2024)
por: Bufetov, Alexander I., et al.
Publicado: (2024)
Soliton decomposition of the Box-Ball System
por: Ferrari, Pablo A., et al.
Publicado: (2018)
por: Ferrari, Pablo A., et al.
Publicado: (2018)
Finitary coding and Gaussian concentration for random fields
por: Chazottes, J. -R., et al.
Publicado: (2026)
por: Chazottes, J. -R., et al.
Publicado: (2026)
Effective quenched linear response for random dynamical systems
por: Dragicevic, Davor, et al.
Publicado: (2024)
por: Dragicevic, Davor, et al.
Publicado: (2024)
Back to Boundaries in Billiards
por: Bunimovich, Leonid, et al.
Publicado: (2022)
por: Bunimovich, Leonid, et al.
Publicado: (2022)
Learning Nonholonomic Dynamics with Constraint Discovery
por: Wang, Baiyue, et al.
Publicado: (2024)
por: Wang, Baiyue, et al.
Publicado: (2024)
A mathematical perspective on Transformers
por: Geshkovski, Borjan, et al.
Publicado: (2023)
por: Geshkovski, Borjan, et al.
Publicado: (2023)
Sparse reconstruction in spin systems II: Ising and other factor of IID measures
por: Galicza, Pál, et al.
Publicado: (2024)
por: Galicza, Pál, et al.
Publicado: (2024)
Characterizing Dynamical Stability of Stochastic Gradient Descent in Overparameterized Learning
por: Chemnitz, Dennis, et al.
Publicado: (2024)
por: Chemnitz, Dennis, et al.
Publicado: (2024)
A Score Filter Enhanced Data Assimilation Framework for Data-Driven Dynamical Systems
por: Tang, Jingqiao, et al.
Publicado: (2026)
por: Tang, Jingqiao, et al.
Publicado: (2026)
Dynamic metastability in the self-attention model
por: Geshkovski, Borjan, et al.
Publicado: (2024)
por: Geshkovski, Borjan, et al.
Publicado: (2024)
Homogenized Transformers
por: Koubbi, Hugo, et al.
Publicado: (2026)
por: Koubbi, Hugo, et al.
Publicado: (2026)
Space-Time Statistical Solutions of the Incompressible Euler Equations and Landau-Lifshitz Fluctuating Hydrodynamics
por: Eyink, Gregory L., et al.
Publicado: (2024)
por: Eyink, Gregory L., et al.
Publicado: (2024)
On localization for the alloy-type Anderson-Bernoulli model with long-range hopping
por: Liu, Shihe, et al.
Publicado: (2025)
por: Liu, Shihe, et al.
Publicado: (2025)
Analyticity of the pressure function for products of matrices
por: Hautecœur, Arnaud
Publicado: (2025)
por: Hautecœur, Arnaud
Publicado: (2025)
Phase transitions for interacting particle systems on random graphs
por: Bertoli, Benedetta, et al.
Publicado: (2025)
por: Bertoli, Benedetta, et al.
Publicado: (2025)
Extended states for the Random Schrödinger operator on $\mathbb{Z}^d$ ($d\geq 5$) with decaying Bernoulli potential
por: Liu, Shihe, et al.
Publicado: (2025)
por: Liu, Shihe, et al.
Publicado: (2025)
Irregular traces of multiple SLE(0) systems with multiple marked points
por: Zhang, Jiaxin
Publicado: (2025)
por: Zhang, Jiaxin
Publicado: (2025)
Harmonic analysis of multiplicative chaos Part II: a unified approach to Fourier dimensions
por: Lin, Zhaofeng, et al.
Publicado: (2025)
por: Lin, Zhaofeng, et al.
Publicado: (2025)
Harmonic analysis of multiplicative chaos Part I: the proof of Garban-Vargas conjecture for 1D GMC
por: Lin, Zhaofeng, et al.
Publicado: (2024)
por: Lin, Zhaofeng, et al.
Publicado: (2024)
What is a Fluctuation Theorem?
por: Cuneo, Noé, et al.
Publicado: (2026)
por: Cuneo, Noé, et al.
Publicado: (2026)
Asymptotic estimates of large gaps between directions in certain planar quasicrystals
por: Hammarhjelm, Gustav, et al.
Publicado: (2024)
por: Hammarhjelm, Gustav, et al.
Publicado: (2024)
Koopman Theory-Inspired Method for Learning Time Advancement Operators in Unstable Flame Front Evolution
por: Yu, Rixin, et al.
Publicado: (2024)
por: Yu, Rixin, et al.
Publicado: (2024)
Effective Velocities in the Toda Lattice
por: Aggarwal, Amol
Publicado: (2025)
por: Aggarwal, Amol
Publicado: (2025)
Interpretation of generalized Langevin equations
por: Sabin-Miller, David, et al.
Publicado: (2022)
por: Sabin-Miller, David, et al.
Publicado: (2022)
Divergence-kernel method for linear responses of densities and generative models
por: Ni, Angxiu
Publicado: (2025)
por: Ni, Angxiu
Publicado: (2025)
Ejemplares similares
-
A Dynamics-Informed Gaussian Process Framework for 2D Stochastic Navier-Stokes via Quasi-Gaussianity
por: Hamzi, Boumediene, et al.
Publicado: (2025) -
Residual connections provably mitigate oversmoothing in graph neural networks
por: Chen, Ziang, et al.
Publicado: (2025) -
Quantitative Clustering in Mean-Field Transformer Models
por: Chen, Shi, et al.
Publicado: (2025) -
Weak Generative Sampler to Efficiently Sample Invariant Distribution of Stochastic Differential Equation
por: Cai, Zhiqiang, et al.
Publicado: (2024) -
Error Estimation in the Mean-Field Limit of Kinetic Flocking Models with Local Alignments
por: Wang, Jinhuan, et al.
Publicado: (2024)