Publications

1515 results for Machine Learning

Learning interpretable positional encodings in transformers depends on initialization
- - Taku Ito
  - Luca Cocchi
  - et al.
- 2025
- ICML 2025
Workshop on Collaborative and Federated Agentic Workflows (CFAgentic @ ICML'25)
- - Alexander Erben
  - Gauri Joshi
  - et al.
- 2025
- ICML 2025
Modern Methods in Associative Memory
- - Dmitry Krotov
  - Benjamin Hoover
  - et al.
- 2025
- ICML 2025
Unraveling Cocaine and Heroin Addiction Patterns: A Robust LLM Approach Using iRISA Elements to Analyze Short and Spontaneous Speech Samples
- - Carla Agurto Rios
  - Bo Wen
  - et al.
- 2025
- ICDH 2025
Predicting Glucose Levels in Diabetic Kidney Transplant Recipients Using Multivariate Temporal Modeling Across Clinically Defined Subcohorts
- - Carla Agurto Rios
  - Eduardo Castro
  - et al.
- 2025
- ICDH 2025
Feasibility Study of Seizure Detection using Commercial Smartwatches in EMU
- - Bing Dang
  - Andreas Alexopoulos
  - et al.
- 2025
- ICDH 2025
Deep learning software stacks for analogue in-memory computing-based accelerators
- - Corey Liam Lammie
  - Hadjer Benmeziane
  - et al.
- 2025
- Nat. Rev. Electr. Eng.
Combinatorial Multi-armed Bandits: Arm Selection via Group Testing
- - Arpan Mukherjee
  - Shashanka Ubaru
  - et al.
- 2025
- TMLR
NSFlow: An End-to-End FPGA Framework with Scalable Dataflow Architecture for Neuro-Symbolic AI
- - Hanchen Yang
  - Zishen Wan
  - et al.
- 2025
- DAC 2025
LEDRO: LLM-Enhanced Design Space Reduction and Optimization for Analog Circuits
- - Dimple Vijay Kochar
  - Hanrui Wang
  - et al.
- 2025
- DAC 2025