12 citations · 32 across the 6 of their papers we have counts for
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stat.ML2019★ 12 cited
Selective prediction-set models with coverage guarantees
Jean Feng, Arjun Sondhi, Jessica Perry +1
Though black-box predictors are state-of-the-art for many complex tasks, they often fail to properly quantify predictive uncertainty and may provide inappropriate predictions for u…
cs.LG2019★ 3 cited
Balanced off-policy evaluation in general action spaces
Arjun Sondhi, David Arbour, Drew Dimmery
Estimation of importance sampling weights for off-policy evaluation of contextual bandits often results in imbalance - a mismatch between the desired and the actual distribution of…