David Krueger
University of Cambridge(GB)Indian Institute of Technology Hyderabad(IN)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Ethics and Social Impacts of AI, Topic Modeling, Domain Adaptation and Few-Shot Learning, Natural Language Processing Techniques
Most-Cited Works
- → NICE: Non-linear Independent Components Estimation(2014)1,343 cited
- A closer look at memorization in deep networks(2017)
- → Out-of-Distribution Generalization via Risk Extrapolation (REx)(2020)260 cited
- → Managing extreme AI risks amid rapid progress(2024)227 cited
- → Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims(2020)212 cited
- → On Compulsive Shopping and Spending: A Psychodynamic Inquiry(1988)199 cited
- → Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations(2016)173 cited