Select Publications

Conference Papers

Fan X; Li B; Li C; Sisson S; Chen L, 2019, 'Scalable deep generative relational model with high-order node dependence', in NeurIPS 2019, 33rd Conference on Neural INformation Processing Systems 2019, Vancouver, Canada, presented at NeurIPS 2019, Vancouver, Canada, 08 December 2019

Fan X; Li B; Sisson S, 2019, 'Binary space partitioning forests', in AISTATS 2019, Proceedings of Machine Learning Research, Naha, Okinawa, Japan, presented at AISTATS 2019, Naha, Okinawa, Japan, 16 April 2019

Xu M; Quiroz M; Kohn R; Sisson SA, 2019, 'Variance reduction properties of the reparameterization trick', in Chaudhuri K; Sugiyama M (ed.), 22ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 89, MICROTOME PUBLISHING, Naha, JAPAN, presented at 22nd International Conference on Artificial Intelligence and Statistics (AISTATS), Naha, JAPAN, 16 April 2019 - 18 April 2019, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000509687902078&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Fan X; Li B; Sisson S, 2018, 'Rectangular bounding process', in NeurIPS 2018, 32nd Conference on Neural Information Processing Systems, Montreal, presented at NeurIPS 2018, 32nd Conference on Neural Information Processing Systems, Montreal, 03 December 2018 - 08 December 2018

Fan X; Li B; Sisson S, 2018, 'The binary space partitioning tree process', in AISTATS 2018, Proceedings of Machine Learning Research, PMLR, Playa Blanca, Lanzarote, Canary Islands, pp. 1859 - 1867, presented at 21st International Conference on Artificial Intelligence and Statistics : AISTATS 2018, Playa Blanca, Lanzarote, Canary Islands, 09 April 2018 - 11 April 2018, http://proceedings.mlr.press/v84/fan18b/fan18b.pdf

Zheng F; Westra S; Sisson S; Leonard M, 2014, 'Flood risk estimation in Australia's coastal zone: Modelling the dependence between extreme rainfall and storm surge', in Hydrology and Water Resources Symposium 2014, HWRS 2014 - Conference Proceedings, pp. 390 - 396


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