Zachary Lipton
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| title | conference | date |
|---|---|---|
| Talk by Zachary Lipton | Domain Adaptation and Related Areas 2024 | 2024-11-12 |
Argues that academic distribution-shift theory rarely helps in practice and shows a concrete counterexample: a deployed audio→note pipeline that strings… | ||
| Efficient Deep Learning with Humans in the Loop | Emerging Challenges in Deep Learning (Simons Institute workshop, 2019) | 2019-08-05 |
Argues active learning can cut labels but with caveats: a convolutional NER pipeline runs several× faster and using dropout-based Bayesian uncertainty or… | ||
| Afternoon Session: Governance | Wrong at the Root: Racial Bias and the Tension Between Numbers and Words in Non-Internet Data | 2019-06-05 |
A participatory study runs five workshops, 83 participants in one US county using a tangible comfort board to test six fictional child‑welfare scenarios while… | ||
| Questions and Discussion | Wrong at the Root: Racial Bias and the Tension Between Numbers and Words in Non-Internet Data | 2019-06-05 |
Argues that building a risk model to risk stratify families in one county produces targeted service bins but also correlates with higher inadvertent child… | ||
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