Novi Quadrianto

University of Sussex UK, BCAM Spain, Monash Indonesia

26 conference papers

9 as first author
10 as last author
7 as co-author

4 journal papers

2 as first author
0 as last author
2 as co-author

10 committee roles

Conference Journal papers per year

Recent activity

AAAI Revisiting (Un)Fairness in Recourse by Minimizing Worst-Case Social Burden Last author Ainhize Barrainkua, Giovanni De Toni, José Antonio Lozano, Novi Quadrianto
ICLR Performative Prediction made practical Last author Javier Sanguino Bautiste, Thomas Kehrenberg, Carlos Rosety, Jose A. Lozano, Novi Quadrianto
TPAMI Safe Fairness Guarantees Without Demographics in Classification: Spectral Uncertainty Set Perspective Ainhize Barrainkua, Santiago Mazuelas, Novi Quadrianto, José Antonio Lozano

ECCV RealPatch: A Statistical Matching Framework for Model Patching with Real Samples Last author Sara Romiti, Christopher Inskip, Viktoriia Sharmanska, Novi Quadrianto
NeurIPS Okapi: Generalising Better by Making Statistical Matches Match Last author Myles Bartlett, Sara Romiti, Viktoriia Sharmanska, Novi Quadrianto

AAAI Low-Variance Black-Box Gradient Estimates for the Plackett-Luce Distribution Artyom Gadetsky, Kirill Struminsky, Christopher Robinson, Novi Quadrianto, Dmitry P. Vetrov
ECCV Null-Sampling for Interpretable and Fair Representations Last author Thomas Kehrenberg, Myles Bartlett, Oliver Thomas, Novi Quadrianto

CVPR Discovering Fair Representations in the Data Domain First author Novi Quadrianto, Viktoriia Sharmanska, Oliver Thomas

CVPR Ambiguity Helps: Classification with Disagreements in Crowdsourced Annotations Last author Viktoriia Sharmanska, Daniel Hernández-Lobato, José Miguel Hernández-Lobato, Novi Quadrianto
CVPR Learning from the Mistakes of Others: Matching Errors in Cross-Dataset Learning Last author Viktoriia Sharmanska, Novi Quadrianto
ICML Clustering High Dimensional Categorical Data via Topographical Features Last author Chao Chen, Novi Quadrianto
IJCAI Learning Using Unselected Features (LUFe) Last author Joseph G. Taylor, Viktoriia Sharmanska, Kristian Kersting, David Weir, Novi Quadrianto

TPAMI A Very Simple Safe-Bayesian Random Forest First author Novi Quadrianto, Zoubin Ghahramani
TPAMI GPstruct: Bayesian Structured Prediction Using Gaussian Processes Sébastien Bratières, Novi Quadrianto, Zoubin Ghahramani

ICML Scalable Gaussian Process Structured Prediction for Grid Factor Graph Applications Sébastien Bratières, Novi Quadrianto, Sebastian Nowozin, Zoubin Ghahramani
NeurIPS Mind the Nuisance: Gaussian Process Classification using Privileged Noise Last author Daniel Hernández-Lobato, Viktoriia Sharmanska, Kristian Kersting, Christoph H. Lampert, Novi Quadrianto

ICCV Learning to Rank Using Privileged Information Viktoriia Sharmanska, Novi Quadrianto, Christoph H. Lampert

ECCV Augmented Attribute Representations Viktoriia Sharmanska, Novi Quadrianto, Christoph H. Lampert
ICML The Most Persistent Soft-Clique in a Set of Sampled Graphs First author Novi Quadrianto, Chao Chen, Christoph H. Lampert

ICML Learning Multi-View Neighborhood Preserving Projections First author Novi Quadrianto, Christoph H. Lampert

NeurIPS Multitask Learning without Label Correspondences First author Novi Quadrianto, Alexander J. Smola, Tibério S. Caetano, S. V. N. Vishwanathan, James Petterson
NeurIPS Optimal Web-Scale Tiering as a Flow Problem Gilbert Leung, Novi Quadrianto, Alexander J. Smola, Kostas Tsioutsiouliklis
TPAMI Kernelized Sorting First author Novi Quadrianto, Alexander J. Smola, Le Song, Tinne Tuytelaars

CVPR Learning based automatic face annotation for arbitrary poses and expressions from frontal images only Akshay Asthana, Roland Goecke, Novi Quadrianto, Tom Gedeon
NeurIPS Convex Relaxation of Mixture Regression with Efficient Algorithms First author Novi Quadrianto, Tibério S. Caetano, John Lim, Dale Schuurmans
NeurIPS Distribution Matching for Transduction First author Novi Quadrianto, James Petterson, Alexander J. Smola

ICML Estimating labels from label proportions First author Novi Quadrianto, Alexander J. Smola, Tibério S. Caetano, Quoc V. Le
NeurIPS Kernelized Sorting First author Novi Quadrianto, Le Song, Alexander J. Smola