{"_id":"vGnQH8yw82Gd36K2A","bibbaseid":"yuan-wang-pang-whichhyperparameterstooptimiseaninvestigationofevolutionaryhyperparameteroptimisationingraphneuralnetworkformolecularpropertyprediction-2021","author_short":["Yuan, Y.","Wang, W.","Pang, W."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Yingfang"],"propositions":[],"lastnames":["Yuan"],"suffixes":[]},{"firstnames":["Wenjun"],"propositions":[],"lastnames":["Wang"],"suffixes":[]},{"firstnames":["Wei"],"propositions":[],"lastnames":["Pang"],"suffixes":[]}],"title":"Which Hyperparameters to Optimise? An Investigation of Evolutionary Hyperparameter Optimisation in Graph Neural Network For Molecular Property Prediction","journal":"CoRR","volume":"abs/2104.06046","year":"2021","url":"https://arxiv.org/abs/2104.06046","eprinttype":"arXiv","eprint":"2104.06046","timestamp":"Mon, 19 Apr 2021 01:00:00 +0200","biburl":"https://dblp.org/rec/journals/corr/abs-2104-06046.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@article{DBLP:journals/corr/abs-2104-06046,\n author = {Yingfang Yuan and\n Wenjun Wang and\n Wei Pang},\n title = {Which Hyperparameters to Optimise? An Investigation of Evolutionary\n Hyperparameter Optimisation in Graph Neural Network For Molecular\n Property Prediction},\n journal = {CoRR},\n volume = {abs/2104.06046},\n year = {2021},\n url = {https://arxiv.org/abs/2104.06046},\n eprinttype = {arXiv},\n eprint = {2104.06046},\n timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2104-06046.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Yuan, Y.","Wang, W.","Pang, W."],"key":"DBLP:journals/corr/abs-2104-06046","id":"DBLP:journals/corr/abs-2104-06046","bibbaseid":"yuan-wang-pang-whichhyperparameterstooptimiseaninvestigationofevolutionaryhyperparameteroptimisationingraphneuralnetworkformolecularpropertyprediction-2021","role":"author","urls":{"Paper":"https://arxiv.org/abs/2104.06046"},"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"dblp.org/pid/21/2823.bib","dataSources":["jrk3EDZpTi5sMeu2S","bYTvLAfZ7EGX3utWM"],"keywords":[],"search_terms":["hyperparameters","optimise","investigation","evolutionary","hyperparameter","optimisation","graph","neural","network","molecular","property","prediction","yuan","wang","pang"],"title":"Which Hyperparameters to Optimise? An Investigation of Evolutionary Hyperparameter Optimisation in Graph Neural Network For Molecular Property Prediction","year":2021}