Publications

3604 results for Mathematical Sciences

Stable iterative refinement for solving linear systems with inaccurate computation
- - Chai Wah Wu
  - Mark Squillante
  - et al.
- 2026
- J. Comput. Appl. Math.
Paper
Heuristics for Combinatorial Optimization via Value-based Reinforcement Learning: A Unified Framework and Analysis
- - Orit Davidovich
  - Shimrit Shtern
  - et al.
- 2025
- arXiv
Paper
CONNECTING QUANTUM COMPUTING WITH CLASSICAL STOCHASTIC SIMULATION
- - Jose Blanchet
  - Mark Squillante
  - et al.
- 2025
- WSC 2025
Tutorial
Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions
- - Yanna Ding
  - Songtao Lu
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Dense Associative Memory with Epanechnikov Energy
- - Benjamin Hoover
  - Zhaoyang Shi
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Transformers Learn Faster with Semantic Focus
- - Parikshit Ram
  - Kenneth Clarkson
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Contextual Bandits for Large-Scale Structured Discrete Constrained Optimization Problems
- - Pavithra Harsha
  - Chitra Subramanian
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Specifying exact circuit algorithms in universal transformers
- - Taku Ito
  - Ruchir Puri
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Quantifying policy uncertainty in generative flow networks with uncertain rewards
- - Ramon Nartallo-kaluarachchi
  - Robert Manson Sawko
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Hamiltonian Monte Carlo with asymmetrical momentum distributions
- - Soumyadip Ghosh
  - Yingdong Lu
  - et al.
- 2025
- Physica D: Nonlinear Phenomena
Paper