Publications

1615 results for Machine Learning

Sandwiched Lo-res Simulation for Scalable Flood Modeling
- - Refaldi Intri Dwi Putra
  - Tatsuya Ishikawa
  - et al.
- 2024
- ICASSP 2024
Conference paper
Adversarial Robustness of Convolutional Models Learned in the Frequency Domain
- - SUBHAJIT CHAUDHURY
  - Toshihiko Yamasaki
- 2024
- ICASSP 2024
Conference paper
Leveraging Visual Handicaps for Text-Based Reinforcement Learning
- - SUBHAJIT CHAUDHURY
  - Keerthiram Murugesan
  - et al.
- 2024
- ICASSP 2024
Conference paper
Zeroth-Order Machine Learning: Fundamental Principles and Emerging Applications in Foundation Models
- - Sijia Liu
  - Zhangyang Wang
  - et al.
- 2024
- ICASSP 2024
Tutorial
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
A Framework for Mining Speech-to-Text Transcripts of the Customer for Automated Problem Remediation
- - Prateeti Mohapatra
  - Gargi Dasgupta
- 2024
- IAAI 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
One Step Closer to Unbiased Aleatoric Uncertainty Estimation
- - Wang Zhang
  - Ziwen Martin Ma
  - et al.
- 2024
- AAAI 2024
Conference paper