43 citations · 215 across the 27 of their papers we have counts for
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stat.ML2017★ 5 cited
Accurate Inference for Adaptive Linear Models
Yash Deshpande, Lester Mackey, Vasilis Syrgkanis +1
Estimators computed from adaptively collected data do not behave like their non-adaptive brethren. Rather, the sequential dependence of the collection policy can lead to severe dis…
stat.ML2017★ 8 cited
Inference in Graphical Models via Semidefinite Programming Hierarchies
Murat A. Erdogdu, Yash Deshpande, Andrea Montanari
Maximum A posteriori Probability (MAP) inference in graphical models amounts to solving a graph-structured combinatorial optimization problem. Popular inference algorithms such as…