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Novi Quadrianto

University of Cambridge

Addressing Missing Sources with Adversarial Support-Matching


Mar 24, 2022
Thomas Kehrenberg, Myles Bartlett, Viktoriia Sharmanska, Novi Quadrianto


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Null-sampling for Interpretable and Fair Representations


Aug 12, 2020
Thomas Kehrenberg, Myles Bartlett, Oliver Thomas, Novi Quadrianto

* Published as a conference paper at the 16th European Conference on Computer Vision (ECCV), Glasgow, UK, 2020 

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Contrastive Examples for Addressing the Tyranny of the Majority


Apr 14, 2020
Viktoriia Sharmanska, Lisa Anne Hendricks, Trevor Darrell, Novi Quadrianto


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Causal datasheet: An approximate guide to practically assess Bayesian networks in the real world


Mar 12, 2020
Bradley Butcher, Vincent S. Huang, Jeremy Reffin, Sema K. Sgaier, Grace Charles, Novi Quadrianto


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Low-variance Black-box Gradient Estimates for the Plackett-Luce Distribution


Nov 22, 2019
Artyom Gadetsky, Kirill Struminsky, Christopher Robinson, Novi Quadrianto, Dmitry Vetrov

* Accepted as a conference paper at AAAI 2020. Shortened version of the paper appears at BDL NeurIPS 2019 workshop 

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Interpretable Fairness via Target Labels in Gaussian Process Models


Oct 18, 2018
Thomas Kehrenberg, Zexun Chen, Novi Quadrianto


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Neural Styling for Interpretable Fair Representations


Oct 15, 2018
Novi Quadrianto, Viktoriia Sharmanska, Oliver Thomas


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Gray-box inference for structured Gaussian process models


Sep 14, 2016
Pietro Galliani, Amir Dezfouli, Edwin V. Bonilla, Novi Quadrianto


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Learning to Transfer Privileged Information


Oct 01, 2014
Viktoriia Sharmanska, Novi Quadrianto, Christoph H. Lampert

* 20 pages with figures 

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Mind the Nuisance: Gaussian Process Classification using Privileged Noise


Jul 01, 2014
Daniel Hernández-Lobato, Viktoriia Sharmanska, Kristian Kersting, Christoph H. Lampert, Novi Quadrianto

* 14 pages with figures 

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The Supervised IBP: Neighbourhood Preserving Infinite Latent Feature Models


Sep 26, 2013
Novi Quadrianto, Viktoriia Sharmanska, David A. Knowles, Zoubin Ghahramani

* Appears in Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI2013) 

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Bayesian Structured Prediction Using Gaussian Processes


Jul 15, 2013
Sebastien Bratieres, Novi Quadrianto, Zoubin Ghahramani

* 8 pages with figures 

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The Most Persistent Soft-Clique in a Set of Sampled Graphs


Jun 18, 2012
Novi Quadrianto, Chao Chen, Christoph Lampert

* ICML2012 

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