Publications

818 results for Trustworthy AI

An anomaly detection and explainability framework using convolutional autoencoders for data storage systems
- - Roy Assaf
  - Ioana Giurgiu
  - et al.
- 2021
- IJCAI 2020
The emerging landscape of explainable automated planning & decision making
- - Tathagata Chakraborti
  - Sarath Sreedharan
  - et al.
- 2021
- IJCAI 2020
Detecting adversarial attacks via subset scanning of autoencoder activations and reconstruction error
- - Celia Cintas
  - Skyler Speakman
  - et al.
- 2021
- IJCAI 2020
Neural belief reasoner
- - Haifeng Qian
- 2021
- IJCAI 2020
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation
- - Hamid Jalalzai
  - Pierre Colombo
  - et al.
- 2020
- NeurIPS 2020
Higher-Order Certification For Randomized Smoothing
- - Jeet Mohapatra; Ching-Yun Ko
  - Tsui-Wei Weng
  - et al.
- 2020
- NeurIPS 2020
Approximate Cross-Validation for Structured Models
- - Soumya Ghosh
  - William T. Stephenson
  - et al.
- 2020
- NeurIPS 2020
A Decentralized Parallel Algorithm for Training Generative Adversarial Nets
- - Mingrui Liu
  - Wei Zhang
  - et al.
- 2020
- NeurIPS 2020
DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks
- - Dennis Wei
  - Tian Gao
  - et al.
- 2020
- NeurIPS 2020
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations
- - Joel Dapello
  - Tiago Marques
  - et al.
- 2020
- NeurIPS 2020