Publications

1671 results for Machine Learning

Model Reprogramming Outperforms Fine-tuning on Out-of-distribution Data in Text-Image Encoders
- - Andrew Geng
  - Pin-Yu Chen
- 2024
- IEEE SaTML 2024
Conference paper
Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM
- - Chulin Xie
  - Pin-Yu Chen
  - et al.
- 2024
- IEEE SaTML 2024
Conference paper
Adaptive Conformal Regression with Split-Jackknife+ Scores
- - Nicolas Deutschmann
  - Mattia Rigotti
  - et al.
- 2024
- TMLR
Paper
Effective Causal Discovery under Identifiable Heteroscedastic Noise Model
- - Naiyu Yin
  - Tian Gao
  - et al.
- 2024
- AAAI 2024
Conference paper
Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation
- - Yuying Zhao
  - Yu Wang
  - et al.
- 2024
- AAAI 2024
Conference paper
Symbol Description Reading
- - Karol Lynch
  - Bradley Eck
  - et al.
- 2024
- IAAI 2024
Conference paper
One Step Closer to Unbiased Aleatoric Uncertainty Estimation
- - Wang Zhang
  - Ziwen Martin Ma
  - et al.
- 2024
- AAAI 2024
Conference paper
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations
- - Guojun Xiong
  - Gang Yan
  - et al.
- 2024
- AAAI 2024
Conference paper
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning
- - Pin-Yu Chen
- 2024
- AAAI 2024
Conference paper
On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods
- - Anh Duc Nguyen
  - Tuan Dung Nguyen
  - et al.
- 2024
- AAAI 2024
Conference paper