Publications

1576 results for Machine Learning

Leveraging Visual Handicaps for Text-Based Reinforcement Learning
- - SUBHAJIT CHAUDHURY
  - Keerthiram Murugesan
  - et al.
- 2024
- ICASSP 2024
Adversarial Robustness of Convolutional Models Learned in the Frequency Domain
- - SUBHAJIT CHAUDHURY
  - Toshihiko Yamasaki
- 2024
- ICASSP 2024
SAR2NDVI: Pre-training for SAR-to-NDVI Image Translation
- - Daiki Kimura
  - Tatsuya Ishikawa
  - et al.
- 2024
- ICASSP 2024
Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- - Sijia Liu
  - Zhangyang Wang
  - et al.
- 2024
- ICASSP 2024
Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM
- - Chulin Xie
  - Pin-Yu Chen
  - et al.
- 2024
- IEEE SaTML 2024
Model Reprogramming Outperforms Fine-tuning on Out-of-distribution Data in Text-Image Encoders
- - Andrew Geng
  - Pin-Yu Chen
- 2024
- IEEE SaTML 2024
Adaptive Conformal Regression with Split-Jackknife+ Scores
- - Nicolas Deutschmann
  - Mattia Rigotti
  - et al.
- 2024
- TMLR
Conformal Autoregressive Generation: Beam Search with Coverage Guarantees
- - Nicolas Deutschmann
  - Marvin Alberts
  - et al.
- 2024
- AAAI 2024
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations
- - Guojun Xiong
  - Gang Yan
  - et al.
- 2024
- AAAI 2024
One Step Closer to Unbiased Aleatoric Uncertainty Estimation
- - Wang Zhang
  - Ziwen Martin Ma
  - et al.
- 2024
- AAAI 2024