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Svetha Venkatesh

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Graph Transformation Policy Network for Chemical Reaction Prediction

Dec 22, 2018
Kien Do, Truyen Tran, Svetha Venkatesh

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Practical Batch Bayesian Optimization for Less Expensive Functions

Nov 05, 2018
Vu Nguyen, Sunil Gupta, Santu Rana, Cheng Li, Svetha Venkatesh

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Relational dynamic memory networks

Oct 30, 2018
Trang Pham, Truyen Tran, Svetha Venkatesh

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Variational Memory Encoder-Decoder

Oct 20, 2018
Hung Le, Truyen Tran, Thin Nguyen, Svetha Venkatesh

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Bayesian functional optimisation with shape prior

Sep 19, 2018
Pratibha Vellanki, Santu Rana, Sunil Gupta, David Rubin de Celis Leal, Alessandra Sutti, Murray Height, Svetha Venkatesh

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On catastrophic forgetting and mode collapse in Generative Adversarial Networks

Sep 12, 2018
Hoang Thanh-Tung, Truyen Tran, Svetha Venkatesh

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Kernel Pre-Training in Feature Space via m-Kernels

May 21, 2018
Alistair Shilton, Sunil Gupta, Santu Rana, Pratibha Vellanki, Cheng Li, Svetha Venkatesh, Laurence Park, Alessandra Sutti, David Rubin, Thomas Dorin, Alireza Vahid, Murray Height, Teo Slezak

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Attentional Multilabel Learning over Graphs: A Message Passing Approach

Apr 11, 2018
Kien Do, Truyen Tran, Thin Nguyen, Svetha Venkatesh

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Covariance Function Pre-Training with m-Kernels for Accelerated Bayesian Optimisation

Mar 13, 2018
Alistair Shilton, Sunil Gupta, Santu Rana, Pratibha Vellanki, Cheng Li, Laurence Park, Svetha Venkatesh, Alessandra Sutti, David Rubin, Thomas Dorin, Alireza Vahid, Murray Height

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Rapid Bayesian optimisation for synthesis of short polymer fiber materials

Feb 16, 2018
Cheng Li, David Rubin de Celis Leal, Santu Rana, Sunil Gupta, Alessandra Sutti, Stewart Greenhill, Teo Slezak, Murray Height, Svetha Venkatesh

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