Publications

1498 results for Machine Learning

LionHeart: A Layer-based Mapping Framework for Heterogeneous Systems with Analog In-Memory Computing Tiles
- - Corey Liam Lammie
  - Yuxuan Wang
  - et al.
- 2025
- IEEE TETC
Preparing Good Data for Generative AI: Challenges and Approaches (Good-Data)
- - David Vazquez
  - Laure Berti-equille
  - et al.
- 2025
- AAAI 2025
Randomized Matrix-Free Quadrature: Unified and Uniform Bounds for Stochastic Lanczos Quadrature and the Kernel Polynomial Method
- - Tyler Chen
  - Thomas Trogdon
  - et al.
- 2025
- SIAM Journal on Scientific Computing
Defects induce phase transition from dynamic to static rippling in graphene
- - Fabian Thiemann
  - Camille Scalliet
  - et al.
- 2025
- PNAS
On the Expressiveness and Length Generalization of Selective State-Space Models on Regular Languages
- - Aleksandar Terzic
  - Michael Hersche
  - et al.
- 2025
- AAAI 2025
Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion
- - Sharmishtha Dutta
  - Alex Gittens
  - et al.
- 2025
- AAAI 2025
Higher Order Graph Attention Probabilistic Walk Networks
- - Thomas Bailie
  - Yun Singh Koh
  - et al.
- 2025
- AAAI 2025
CyberPal.AI: Empowering LLMs with Expert-Driven Cybersecurity Instructions
- - Matan Levi
  - Yair Allouche
  - et al.
- 2025
- AAAI 2025
Sentence-level Aggregation of Lexical Metrics Correlate Stronger with Human Judgements than Corpus-level Aggregation
- - Paulo Rodrigo Cavalin
  - Pedro Henrique Leite Da Silva Pires Domingues
  - et al.
- 2025
- AAAI 2025
Neural Reasoning Networks: Efficient interpretable neural networks with automatic textual explanations
- - Steve Carrow
  - Kyle Harper Erwin
  - et al.
- 2025
- AAAI 2025