Publications

803 results for Trustworthy AI

Towards Automating the AI Operations Lifecycle
- - Matthew Arnold
  - Jeffrey Boston
  - et al.
- 2020
- MLSys 2020
MUTE: Data-Similarity Driven Multi-hot Target Encoding for Neural Network Design
- - Mayoore S. Jaiswal
  - Bumsoo Kang
  - et al.
- 2020
- MLSys 2020
AI trust in business processes: The need for process-aware explanations
- - Steve T.K. Jan
  - Vatche Isahagian
  - et al.
- 2020
- IAAI 2020
Towards certificated model robustness against weight perturbations
- - Tsui Wei Weng
  - Pu Zhao
  - et al.
- 2020
- AAAI 2020
Seq2sick: Evaluating the robustness of sequence-to-sequence models with adversarial examples
- - Minhao Cheng
  - Jinfeng Yi
  - et al.
- 2020
- AAAI 2020
Crowd counting with decomposed uncertainty
- - Min Hwan Oh
  - Peder Olsen
  - et al.
- 2020
- AAAI 2020
Fair enough: Improving fairness in budget-constrained decision making using confidence thresholds
- - Michiel A. Bakker
  - Humberto Riverón Valdés
  - et al.
- 2020
- SafeAI 2020
Towards query-efficient black-box adversary with zeroth-order natural gradient descent
- - Pu Zhao
  - Pin-Yu Chen
  - et al.
- 2020
- AAAI 2020
Data augmentation for discrimination prevention and bias disambiguation
- - Shubham Sharma
  - Yunfeng Zhang
  - et al.
- 2020
- AIES 2020
CAG: A real-time low-cost enhanced-robustness high-transferability content-aware adversarial attack generator
- - Huy Phan
  - Yi Xie
  - et al.
- 2020
- AAAI 2020