Novi Quadrianto

Recent activity

1. 2026 AAAI Revisiting (Un)Fairness in Recourse by Minimizing Worst-Case Social Burden
2. 2026 ICLR Performative Prediction made practical
3. 2025 Committee Area chair, ICML 2025
4. 2025 Committee Area chair, NeurIPS 2025

Publications 19

2026

• 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

2023

• EMNLP Are Compressed Language Models Less Subgroup Robust? Last author Leonidas Gee, Andrea Zugarini, Novi Quadrianto

2022

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

2020

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

2017

• ICML Composing Tree Graphical Models with Persistent Homology Features for Clustering Mixed-Type Data Xiuyan Ni, Novi Quadrianto, Yusu Wang, Chao Chen
• NeurIPS Recycling Privileged Learning and Distribution Matching for Fairness First author Novi Quadrianto, Viktoriia Sharmanska

2016

• 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

2014

• 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

2012

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

2011

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

2010

• 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

2009

• 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

2008

• 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

Service

Reviewer AAAI · CVPR^† · ECCV^† · ICCV^† · ICML

• 2025 ICML Area chair
• 2025 NeurIPS Area chair
• 2024 ICML Area chair
• 2024 NeurIPS Area chair
• 2023 ICML Area chair
• 2022 ICLR Area chair
• 2022 NeurIPS Area chair
• 2021 ICLR Area chair
• 2021 ICML Area chair
• 2021 NeurIPS Area chair
• 2020 AAAI Area chair
• 2020 IJCAI Senior program committee
• 2020 NeurIPS Area chair
• 2019 NeurIPS Area chair
• 2018 NeurIPS Area chair
• 2015 NeurIPS^† Area chair

† Listed on the researcher's own page; no official committee list online confirms it.

Editorial roles and awards

• Royal Society and British Academy^† Newton International Fellowship

† Listed on the researcher's own page.