129 citations · 313 across the 10 of their papers we have counts for
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stat.ML2023★ 1 cited
Collaboratively Learning Linear Models with Structured Missing Data
Chen Cheng, Gary Cheng, John Duchi
We study the problem of collaboratively learning least squares estimates for agents. Each agent observes a different subset of the features$\unicode{x2013}$e.g., containing dat…
stat.ML2023★ 3 cited
A Fast Algorithm for Adaptive Private Mean Estimation
John Duchi, Saminul Haque, Rohith Kuditipudi
We design an -differentially private algorithm to estimate the mean of a -variate distribution, with unknown covariance , that is adaptive to . To within…
stat.ML2016★ 6 cited
Estimation from Indirect Supervision with Linear Moments
Aditi Raghunathan, Roy Frostig, John Duchi +1
In structured prediction problems where we have indirect supervision of the output, maximum marginal likelihood faces two computational obstacles: non-convexity of the objective an…