72 citations · 151 across the 16 of their papers we have counts for
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cs.LG2020★ 4 cited
Exemplar Guided Active Learning
Jason Hartford, Kevin Leyton-Brown, Hadas Raviv +3
We consider the problem of wisely using a limited budget to label a small subset of a large unlabeled dataset. We are motivated by the NLP problem of word sense disambiguation. For…
stat.ME2020★ 6 cited
Valid Causal Inference with (Some) Invalid Instruments
Jason Hartford, Victor Veitch, Dhanya Sridhar +1
Instrumental variable methods provide a powerful approach to estimating causal effects in the presence of unobserved confounding. But a key challenge when applying them is the reli…