Wei, Dennis

One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

Arya, V., Bellamy, R. K. E., Chen, P.-Y., Dhurandhar, A., Hind, M., Hoffman, S. C., Houde, S., Liao, Q. V., Luss, R., Mojsilović, A., et al. (2019) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 268

Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making

Rastogi, C., Zhang, Y., Wei, D., Varshney, K. R., Dhurandhar, A., & Tomsett, R. (2022) · Proceedings of the ACM on Human-Computer Interaction

Human-Automation Interaction and SafetyDecision-Making and Behavioral Economics

Cited by 216

Data Pre-Processing for Discrimination Prevention: Information-Theoretic Optimization and Analysis

Calmon, F. D. P., Wei, D., Vinzamuri, B., Ramamurthy, K. N., & Varshney, K. R. (2018) · IEEE Journal of Selected Topics in Signal Processing

Ethics and Social Impacts of AIPrivacy-Preserving Technologies in Data

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Facilitating Human-LLM Collaboration through Factuality Scores and Source Attributions

Do, H. J., Ostrand, R., Weisz, J. D., Dugan, C., Sattigeri, P., Wei, D., Murugesan, K., & Geyer, W. (2024) · arXiv

Human-Automation Interaction and SafetyExplainable Artificial Intelligence (XAI)

Cited by 12

Agentic AI Needs a Systems Theory

Miehling, E., Ramamurthy, K. N., Varshney, K. R., Riemer, M., Bouneffouf, D., Richards, J. T., Dhurandhar, A., Daly, E. M., Hind, M., Sattigeri, P., et al. (2025) · arXiv

Psychiatry, Mental Health, NeuroscienceMulti-Agent Systems and Negotiation

Cited by 6

Who Should Predict? Exact Algorithms For Learning to Defer to Humans

Mozannar, H., Lang, H., Wei, D., Sattigeri, P., Das, S., & Sontag, D. (2023) · arXiv

Machine Learning and AlgorithmsMachine Learning and Data Classification

Cited by 4