Statistical Learning
A Latent Variational Framework for Stochastic Optimization
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BewareoftheSimulatedDAG! CausalDiscoveryBenchmarksMayBeEasyToGame
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Here, we show that marginal variance tends to increase along the causal order for generically sampled additivenoise models.
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Sample Complexity of Learning Mixture of Sparse Linear Regressions
Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal
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