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Utilize Old Coordinates: Faster Doubly Stochastic Gradients for Kernel Methods.

, and . UAI, AUAI Press, (2016)

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ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations., , , , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3393-3403. PMLR, (2020)Myopic Posterior Sampling for Adaptive Goal Oriented Design of Experiments., , , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 3222-3232. PMLR, (2019)Myopic Bayesian Design of Experiments via Posterior Sampling and Probabilistic Programming., , , , , and . CoRR, (2018)Unsupervised program synthesis for images by sampling without replacement., , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 408-418. AUAI Press, (2021)Utilize Old Coordinates: Faster Doubly Stochastic Gradients for Kernel Methods., and . UAI, AUAI Press, (2016)Cautious Deep Learning., , and . CoRR, (2018)Minimizing FLOPs to Learn Efficient Sparse Representations., , , , , and . ICLR, OpenReview.net, (2020)High Dimensional Bayesian Optimisation and Bandits via Additive Models., , and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 295-304. JMLR.org, (2015)Multi-fidelity Bayesian Optimisation with Continuous Approximations., , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 1799-1808. PMLR, (2017)On the Estimation of alpha-Divergences., and . AISTATS, volume 15 of JMLR Proceedings, page 609-617. JMLR.org, (2011)