Trust Regions for Explanations via Black-Box Probabilistic Certification
- Amit Dhurandhar
- Swagatam Haldar
- et al.
- 2024
- ICML 2024
Publications
82 results for Dennis Wei
Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMs
- Swanand Ravindra Kadhe
- Farhan Ahmed
- et al.
- 2024
- ICML 2024
Facilitating Human-LLM Collaboration through Factuality Scores and Source Attributions
- Hyo Jin Do
- Rachel Ostrand
- et al.
- 2024
- CHI 2024
SalUn: Empowering Machine Unlearning via Gradient-Based Weight Saliency in Both Image Classification and Generation
- Chongyu Fan
- Jiancheng Liu
- et al.
- 2024
- ICLR 2024
Causal Bandits with General Causal Models and Interventions
- Zirui Yan
- Dennis Wei
- et al.
- 2024
- AISTATS 2024
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding
- Hussein Mozannar
- Jimin Lee
- et al.
- 2023
- NeurIPS 2023
Simulating Iterative Human-AI Interaction in Programming with LLMs
- Hussein Mozannar
- Valerie Chen
- et al.
- 2023
- NeurIPS 2023
Adversarial Auditing of Machine Learning Models under Compound Shift
- Karan Bhanot
- Dennis Wei
- et al.
- 2023
- ESANN 2023
Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities
- Karan Bhanot
- Ioana Baldini
- et al.
- 2023
- AIES 2023
Interpretable Differencing of Machine Learning Models
- Swagatam Haldar
- Diptikalyan Saha
- et al.
- 2023
- UAI 2023