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Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery.

, , , , , , and . AAAI, page 636-643. AAAI Press, (2015)

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Featurized density ratio estimation., , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 172-182. AUAI Press, (2021)Adaptive Hashing for Model Counting., , , , , and . UAI, volume 115 of Proceedings of Machine Learning Research, page 271-280. AUAI Press, (2019)Meta-Amortized Variational Inference and Learning., , , and . AAAI, page 6404-6412. AAAI Press, (2020)Estimating Uncertainty Online Against an Adversary., and . AAAI, page 2110-2116. AAAI Press, (2017)Closing the Gap Between Short and Long XORs for Model Counting., , , and . AAAI, page 3322-3329. AAAI Press, (2016)Generative Adversarial Learning of Markov Chains., , and . ICLR (Workshop), OpenReview.net, (2017)Variational Rejection Sampling., , , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 823-832. PMLR, (2018)Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization, and . Proceedings of Machine Learning Research, volume 89 of Proceedings of Machine Learning Research, page 2514--2524. PMLR, (16--18 Apr 2019)Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks., , , and . CoRR, (2019)Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference., , and . CoRR, (2018)