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ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations.

K. Korovina, S. Xu, K. Kandasamy, W. Neiswanger, B. Póczos, J. Schneider, and E. Xing. AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3393-3403. PMLR, (2020)

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Mahesh Kandasamy

Ganapathi Kandasamy

Other publications of authors with the same name

Bandit Profit-maximization for Targeted Marketing.J. Huh, E. Vitercik, and K. Kandasamy. CoRR, (2024)Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations.K. Kandasamy, G. Dasarathy, J. Oliva, J. Schneider, and B. Póczos. NIPS, page 992-1000. (2016)Resource Allocation in Multi-armed Bandit Exploration: Overcoming Nonlinear Scaling with Adaptive Parallelism.B. Thananjeyan, K. Kandasamy, I. Stoica, M. Jordan, K. Goldberg, and J. Gonzalez. CoRR, (2020)Bayesian Active Learning for Posterior Estimation - IJCAI-15 Distinguished Paper.K. Kandasamy, J. Schneider, and B. Póczos. IJCAI, page 3605-3611. AAAI Press, (2015)Asynchronous Parallel Bayesian Optimisation via Thompson Sampling.K. Kandasamy, A. Krishnamurthy, J. Schneider, and B. Póczos. CoRR, (2017)Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly.K. Kandasamy, K. Vysyaraju, W. Neiswanger, B. Paria, C. Collins, J. Schneider, B. Póczos, and E. Xing. CoRR, (2019)A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations.B. Paria, K. Kandasamy, and B. Póczos. UAI, volume 115 of Proceedings of Machine Learning Research, page 766-776. AUAI Press, (2019)PAC Best Arm Identification Under a Deadline.B. Thananjeyan, K. Kandasamy, I. Stoica, M. Jordan, K. Goldberg, and J. Gonzalez. CoRR, (2021)Latent Beta Topographic Mapping.K. Kandasamy. ICTAI, page 138-145. IEEE Computer Society, (2012)Influence Functions for Machine Learning: Nonparametric Estimators for Entropies, Divergences and Mutual InformationsK. Kandasamy, A. Krishnamurthy, B. Poczos, L. Wasserman, and J. Robins. (2014)cite arxiv:1411.4342.

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Disambiguation of "Kandasamy, Kirthevasan"

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ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations.

Please choose a person to relate this publication to

Mahesh Kandasamy

Mahesh Kandasamy

Mahesh Kandasamy

Ganapathi Kandasamy

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Kandasamy, Kirthevasan"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations.

Please choose a person to relate this publication to

Mahesh Kandasamy

Mahesh Kandasamy

Mahesh Kandasamy

Ganapathi Kandasamy

Other publications of authors with the same name

Disambiguation

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URL
DOI
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ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations.