Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions
- Yanna Ding
- Songtao Lu
- et al.
- 2025
- NeurIPS 2025
Publications
9 results for Tomasz Nowicki
Fast Linear Solvers via AI-Tuned Markov Chain Monte Carlo-based Matrix Inversion
- Anton Lebedev
- Winkyung Lee
- et al.
- 2025
- SC 2025
Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions
- Soumyadip Ghosh
- Yingdong Lu
- et al.
- 2025
- Physica D: Nonlinear Phenomena
Power iteration with probabilistic updates for systems with heterogeneous performance
- Soumyadip Ghosh
- Lior Horesh
- et al.
- 2025
- HPEC 2025
On Representations of Mean-Field Variational Inference
- Soumyadip Ghosh
- Yingdong Lu
- et al.
- 2025
- Journal of Applied Analysis
On The Variance of Schatten 𝑝-Norm Estimation with Gaussian Sketching Matrices
- Lior Horesh
- Vasileios Kalantzis
- et al.
- 2025
- Monte Carlo Methods Appl.
On Representations of Mean-Field Variational Inference
- Soumyadip Ghosh
- Yingdong Lu
- et al.
- 2023
- NeurIPS 2023
Flexible GMRES with Analog Accelerators
- Anshul Gupta
- Vasileios Kalantzis
- et al.
- 2021
- SC 2021
Solving sparse linear systems with approximate inverse preconditioners on analog devices
- Vasileios Kalantzis
- Anshul Gupta
- et al.
- 2021
- HPEC 2021