Publications

1576 results for Machine Learning

RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget
- - Adam Piaseczny
  - Kamran Shisher
  - et al.
- 2025
- NeurIPS 2025
Flick: Empowering Federated Learning with Commonsense Knowledge
- - Ran Zhu
  - Mingkun Yang
  - et al.
- 2025
- NeurIPS 2025
Transformers Learn Faster with Semantic Focus
- - Parikshit Ram
  - Kenneth Clarkson
  - et al.
- 2025
- NeurIPS 2025
Dense Associative Memory with Epanechnikov Energy
- - Benjamin Hoover
  - Zhaoyang Shi
  - et al.
- 2025
- NeurIPS 2025
Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy
- - Jie Ren
  - Zhenwei Dai
  - et al.
- 2025
- NeurIPS 2025
MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
- - Herbert Woisetschläger
  - Ryan Zhang
  - 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
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