Transformers Learn Faster with Semantic Focus
- 2025
- NeurIPS 2025
Conference paper
Publications
3602 results for Mathematical Sciences
Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions
- Yanna Ding
- Songtao Lu
- et al.
- 2025
- NeurIPS 2025
Conference paperDense Associative Memory with Epanechnikov Energy
- Benjamin Hoover
- Zhaoyang Shi
- et al.
- 2025
- NeurIPS 2025
Conference paperSpecifying exact circuit algorithms in universal transformers
- Taku Ito
- Ruchir Puri
- et al.
- 2025
- NeurIPS 2025
Workshop paperContextual Bandits for Large-Scale Structured Discrete Constrained Optimization Problems
- Pavithra Harsha
- Chitra Subramanian
- et al.
- 2025
- NeurIPS 2025
Workshop paperQuantifying policy uncertainty in generative flow networks with uncertain rewards
- Ramon Nartallo-kaluarachchi
- Robert Manson Sawko
- et al.
- 2025
- NeurIPS 2025
Workshop paperHamiltonian Monte Carlo with asymmetrical momentum distributions
- Soumyadip Ghosh
- Yingdong Lu
- et al.
- 2025
- Physica D: Nonlinear Phenomena
PaperFast Linear Solvers via AI-Tuned Markov Chain Monte Carlo-based Matrix Inversion
- Anton Lebedev
- Winkyung Lee
- et al.
- 2025
- SC 2025
Workshop paperBioSet2Vec: extraction of k-mer dictionaries from multiple sets of biological sequences via big data technologies
- Ylenia Galluzzo
- Raffaele Giancarlo
- et al.
- 2025
- BMC Bioinformatics
PaperOptimal weighted-delay scheduling in 2×2 input-queued switches
- Yingdong Lu
- Siva Theja Maguluri
- et al.
- 2025
- Queueing Systems
Paper