Ahmed Imtiaz Humayun

Rice University

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Publication activitypapers/week, last 8 weeks

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Data Curation & Synthetic Data (1)Training Efficiency & Optimization (1)

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Eleni Triantafillou (1)M'onica Ribero (1)Alexander Matt Turner (1)Michael C. Mozer (1)

Papers (1)

Apr 9, 2026

1w ago·also DeepMind, HPI

Is your algorithm unlearning or untraining?

"Machine unlearning" research is actually tackling two distinct problems—removing the influence of specific data points versus removing the influence of entire data distributions—and conflating them is holding the field back.

Eleni Triantafillou, Ahmed Imtiaz Humayun, M'onica Ribero +4

Data Curation & Synthetic Data Training Efficiency & Optimization

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Ahmed Imtiaz Humayun

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)