Quadrianto, Novi

31 publications

TMLR 2025 Visual-Word Tokenizer: Beyond Fixed Sets of Tokens in Vision Transformers Leonidas Gee, Wing Yan Li, Viktoriia Sharmanska, Novi Quadrianto

TMLR 2024 Addressing Attribute Bias with Adversarial Support-Matching Thomas Kehrenberg, Myles Bartlett, Viktoriia Sharmanska, Novi Quadrianto

AISTATS 2024 Uncertainty Matters: Stable Conclusions Under Unstable Assessment of Fairness Results Ainhize Barrainkua, Paula Gordaliza, Jose A. Lozano, Novi Quadrianto

CVPRW 2023 Seasonal Domain Shift in the Global South: Dataset and Deep Features Analysis Georgios Voulgaris, Andy Philippides, Jonathan Dolley, Jeremy Reffin, Fiona Marshall, Novi Quadrianto

TMLR 2022 A Snapshot of the Frontiers of Client Selection in Federated Learning Gergely Dániel Németh, Miguel Angel Lozano, Novi Quadrianto, Nuria M Oliver

NeurIPS 2022 Okapi: Generalising Better by Making Statistical Matches Match Myles Bartlett, Sara Romiti, Viktoriia Sharmanska, Novi Quadrianto

ECCV 2022 RealPatch: A Statistical Matching Framework for Model Patching with Real Samples Sara Romiti, Christopher Inskip, Viktoriia Sharmanska, Novi Quadrianto

AAAI 2020 Low-Variance Black-Box Gradient Estimates for the Plackett-Luce Distribution Artyom Gadetsky, Kirill Struminsky, Christopher Robinson, Novi Quadrianto, Dmitry P. Vetrov

ECCV 2020 Null-Sampling for Interpretable and Fair Representations Thomas Kehrenberg, Myles Bartlett, Oliver Thomas, Novi Quadrianto

ICML 2017 Composing Tree Graphical Models with Persistent Homology Features for Clustering Mixed-Type Data Xiuyan Ni, Novi Quadrianto, Yusu Wang, Chao Chen

AISTATS 2017 Gray-Box Inference for Structured Gaussian Process Models Pietro Galliani, Amir Dezfouli, Edwin V. Bonilla, Novi Quadrianto

NeurIPS 2017 Recycling Privileged Learning and Distribution Matching for Fairness Novi Quadrianto, Viktoriia Sharmanska

CVPR 2016 Ambiguity Helps: Classification with Disagreements in Crowdsourced Annotations Viktoriia Sharmanska, Daniel Hernandez-Lobato, Jose Miguel Hernandez-Lobato, Novi Quadrianto

ICML 2016 Clustering High Dimensional Categorical Data via Topographical Features Chao Chen, Novi Quadrianto

IJCAI 2016 Learning Using Unselected Features (LUFe) Joseph G. Taylor, Viktoriia Sharmanska, Kristian Kersting, David Weir, Novi Quadrianto

CVPR 2016 Learning from the Mistakes of Others: Matching Errors in Cross-Dataset Learning Viktoriia Sharmanska, Novi Quadrianto

NeurIPS 2014 Mind the Nuisance: Gaussian Process Classification Using Privileged Noise Daniel Hernández-lobato, Viktoriia Sharmanska, Kristian Kersting, Christoph H. Lampert, Novi Quadrianto

ICML 2014 Scalable Gaussian Process Structured Prediction for Grid Factor Graph Applications Sebastien Bratieres, Novi Quadrianto, Sebastian Nowozin, Zoubin Ghahramani

ICCV 2013 Learning to Rank Using Privileged Information Viktoriia Sharmanska, Novi Quadrianto, Christoph H. Lampert

UAI 2013 The Supervised IBP: Neighbourhood Preserving Infinite Latent Feature Models Novi Quadrianto, Viktoriia Sharmanska, David A. Knowles, Zoubin Ghahramani

ECCV 2012 Augmented Attribute Representations Viktoriia Sharmanska, Novi Quadrianto, Christoph H. Lampert

ICML 2012 The Most Persistent Soft-Clique in a Set of Sampled Graphs Novi Quadrianto, Chao Chen, Christoph H. Lampert

ICML 2011 Learning Multi-View Neighborhood Preserving Projections Novi Quadrianto, Christoph H. Lampert

NeurIPS 2010 Multitask Learning Without Label Correspondences Novi Quadrianto, James Petterson, Tibério S. Caetano, Alex J. Smola, S.v.n. Vishwanathan

NeurIPS 2010 Optimal Web-Scale Tiering as a Flow Problem Gilbert Leung, Novi Quadrianto, Kostas Tsioutsiouliklis, Alex J. Smola

NeurIPS 2009 Convex Relaxation of Mixture Regression with Efficient Algorithms Novi Quadrianto, John Lim, Dale Schuurmans, Tibério S. Caetano

NeurIPS 2009 Distribution Matching for Transduction Novi Quadrianto, James Petterson, Alex J. Smola

JMLR 2009 Estimating Labels from Label Proportions Novi Quadrianto, Alex J. Smola, Tibério S. Caetano, Quoc V. Le

CVPR 2009 Learning Based Automatic Face Annotation for Arbitrary Poses and Expressions from Frontal Images Only Akshay Asthana, Roland Goecke, Novi Quadrianto, Tom Gedeon

ICML 2008 Estimating Labels from Label Proportions Novi Quadrianto, Alexander J. Smola, Tibério S. Caetano, Quoc V. Le

NeurIPS 2008 Kernelized Sorting Novi Quadrianto, Le Song, Alex J. Smola