Heuristics for Combinatorial Optimization via Value-based Reinforcement Learning: A Unified Framework and Analysis
- Orit Davidovich
- Shimrit Shtern
- et al.
- 2025
- arXiv
Publications
1593 results for Machine Learning
Evaluation of partitioning algorithms for trustworthy out-of-distribution evaluation of machine learning models in biochemistry
- 2025
- VIBE 2025
Transfer Learning on Edge Using 14nm CMOS-compatible ReRAM Array and Analog In-memory Training Algorithm
- Takashi Ando
- Omobayode Fagbohungbe
- et al.
- 2025
- IEDM 2025
Flick: Empowering Federated Learning with Commonsense Knowledge
- Ran Zhu
- Mingkun Yang
- et al.
- 2025
- NeurIPS 2025
Dense Associative Memory with Epanechnikov Energy
- Benjamin Hoover
- Zhaoyang Shi
- et al.
- 2025
- NeurIPS 2025
Latent Principle Discovery for Language Model Self-Improvement
- Keshav Ramji
- Tahira Naseem
- et al.
- 2025
- NeurIPS 2025
Fixing It in Post: A Comparative Study of LLM Post-Training Data Quality and Model Performance
- Aladin Djuhera
- Swanand Ravindra Kadhe
- et al.
- 2025
- NeurIPS 2025
Structured Sparse Transition Matrices to Enable State Tracking in State-Space Models
- Aleksandar Terzic
- Nicolas Menet
- et al.
- 2025
- NeurIPS 2025
Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions
- Zhaoxian Wu
- Quan Xiao
- et al.
- 2025
- NeurIPS 2025
KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity
- Gholamali Aminian
- Amir R Asadi
- et al.
- 2025
- NeurIPS 2025