SOFAI-LM: A Cognitive Architecture for Building Efficient and Reliable Reasoning Systems with LLMs
- Vedant Khandelwal
- Francesca Rossi
- et al.
- 2026
- AAAI 2026
Tutorial
Publications
73 results for Lior Horesh
Stable iterative refinement for solving linear systems with inaccurate computation
- 2026
- J. Comput. Appl. Math.
PaperQuantifying policy uncertainty in generative flow networks with uncertain rewards
- Ramon Nartallo-kaluarachchi
- Robert Manson Sawko
- et al.
- 2025
- NeurIPS 2025
Workshop paperREGENERATIVE ULAM-VON NEUMANN ALGORITHM: AN INNOVATIVE MARKOV CHAIN MONTE CARLO METHOD FOR MATRIX INVERSION
- Soumyadip Ghosh
- Lior Horesh
- et al.
- 2025
- SIMAX
PaperFast Linear Solvers via AI-Tuned Markov Chain Monte Carlo-based Matrix Inversion
- Anton Lebedev
- Winkyung Lee
- et al.
- 2025
- SC 2025
Workshop paperComparing quantum and classical Monte Carlo algorithms for estimating Betti numbers of clique complexes
- Ismail Yunus Akhalwaya
- Ahmed Bhayat
- et al.
- 2025
- Quantum
PaperPower iteration with probabilistic updates for systems with heterogeneous performance
- Soumyadip Ghosh
- Lior Horesh
- et al.
- 2025
- HPEC 2025
Conference paperA Framework For The Iterative Solution of Sparse Linear Systems on Hybrid Architectures Using Homomorphic Encryption
- Lior Horesh
- Vassilis Kalantzis
- et al.
- 2025
- HPEC 2025
Conference paperQuantifying artificial intelligence through algorithmic generalization
- Takuya Ito
- Murray Campbell
- et al.
- 2025
- Nature Machine Intelligence
PaperEpigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities
- Songtao Lu
- Yanna Ding
- et al.
- 2025
- ICASSP 2025
Conference paper