Publications

1492 results for Machine Learning

Improving electrolyte performance for target cathode loading using an interpretable data-driven approach
- - Vidushi Sharma
  - Andy Tek
  - et al.
- 2024
- Cell Reports Physical Science
UNIFIEDGT: Towards a Universal Framework of Transformers in Large-Scale Graph Learning
- - Lin Junhong
  - Xiaojie Guo
  - et al.
- 2024
- Big Data 2024
Vector Quantization with Sorting Transformation
- - Hongzhi Wang
  - Tanveer Syeda-Mahmood
- 2024
- Big Data 2024
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
- - Wenzhi Fang
  - Dong-jun Han
  - et al.
- 2024
- NeurIPS 2024
Probabilistic Federated Prompt-Tuning in Data Imbalance Settings
- - Pei-yau Weng
  - Minh Hoang
  - et al.
- 2024
- NeurIPS 2024
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery
- - Yue Yu
  - Ning Liu
  - et al.
- 2024
- NeurIPS 2024
Dense Associative Memory Through the Lens of Random Features
- - Benjamin Hoover
  - Duen Horng Chau
  - et al.
- 2024
- NeurIPS 2024
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification
- - Yunshi Wen
  - Tengfei Ma
  - et al.
- 2024
- NeurIPS 2024
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
- - Hao-lun Sun
  - Lei Hsiung
  - et al.
- 2024
- NeurIPS 2024
A TWO-SCALE COMPLEXITY MEASURE FOR DEEP LEARNING MODELS
- - Massimiliano Datres
  - Gian Paolo Leonardi
  - et al.
- 2024
- NeurIPS 2024