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11/22/2021
On the Existence of Universal Lottery Tickets
The lottery ticket hypothesis conjectures the existence of sparse subnet...
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11/03/2021
Finding the Optimal Dynamic Treatment Regime Using Smooth Fisher Consistent Surrogate Loss
Large health care data repositories such as electronic health records (E...
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09/24/2021
On Statistical Inference with High Dimensional Sparse CCA
We consider asymptotically exact inference on the leading canonical corr...
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08/14/2021
On Support Recovery with Sparse CCA: Information Theoretic and Computational Limits
In this paper we consider asymptotically exact support recovery in the c...
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07/24/2021
Improved inference for vaccine-induced immune responses via shape-constrained methods
We study the performance of shape-constrained methods for evaluating imm...
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05/10/2021
Adaptive estimation in symmetric location model under log-concavity constraint
We revisit the problem of estimating the center of symmetry θ of an unkn...
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12/09/2020
Semi-Supervised Off Policy Reinforcement Learning
Reinforcement learning (RL) has shown great success in estimating sequen...
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06/06/2020
Bi-s^*-Concave Distributions
We introduce a new shape-constrained class of distribution functions on ...
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11/14/2019