Publications

1607 results for Machine Learning

Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions
- - Zhaoxian Wu
  - Quan Xiao
  - et al.
- 2025
- NeurIPS 2025
Conference paper
MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
- - Herbert Woisetschläger
  - Ryan Zhang
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Scalable Evaluation and Neural Models for Compositional Generalization
- - Giacomo Camposampiero
  - Pietro Barbiero
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy
- - Jie Ren
  - Zhenwei Dai
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Meta-D²AG: Causal Graph Learning with Interventional Dynamic Data
- - Tian Gao
  - Songtao Lu
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Quantum Doubly Stochastic Transformers
- - Jannis Born
  - Filip Skogh
  - et al.
- 2025
- NeurIPS 2025
Conference paper
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
Conference paper
Flick: Empowering Federated Learning with Commonsense Knowledge
- - Ran Zhu
  - Mingkun Yang
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Transformers Learn Faster with Semantic Focus
- - Parikshit Ram
  - Kenneth Clarkson
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Dense Associative Memory with Epanechnikov Energy
- - Benjamin Hoover
  - Zhaoyang Shi
  - et al.
- 2025
- NeurIPS 2025
Conference paper