| 2022 | NAACL | A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction. | Yong Xie, Dakuo Wang, Pin-Yu Chen, Jinjun Xiong, Sijia Liu, Oluwasanmi Koyejo |
| 2022 | UAI | Quadratic metric elicitation for fairness and beyond. | Gaurush Hiranandani, Jatin Mathur, Harikrishna Narasimhan, Oluwasanmi Koyejo |
| 2021 | ICLR | Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space Navigation. | Peiye Zhuang, Oluwasanmi Koyejo, Alexander G. Schwing |
| 2020 | ICLR | Towards a Deep Network Architecture for Structured Smoothness. | Haroun Habeeb, Oluwasanmi Koyejo |
| 2019 | AISTATS | Performance Metric Elicitation from Pairwise Classifier Comparisons. | Gaurush Hiranandani, Shant Boodaghians, Ruta Mehta, Oluwasanmi Koyejo |
| 2019 | UAI | Joint Nonparametric Precision Matrix Estimation with Confounding. | Sinong Geng, Mladen Kolar, Oluwasanmi Koyejo |
| 2019 | UAI | Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation. | Cong Xie, Oluwasanmi Koyejo, Indranil Gupta |
| 2019 | WSDM | Clustered Monotone Transforms for Rating Factorization. | Gaurush Hiranandani, Raghav Somani, Oluwasanmi Koyejo, Sreangsu Acharyya |
| 2018 | AISTATS | Bayesian Structure Learning for Dynamic Brain Connectivity. | Michael Riis Andersen, Ole Winther, Lars Kai Hansen, Russell A. Poldrack, Oluwasanmi Koyejo |
| 2018 | ICML | Binary Classification with Karmic, Threshold-Quasi-Concave Metrics. | Bowei Yan, Oluwasanmi Koyejo, Kai Zhong, Pradeep Ravikumar |
| 2018 | UAI | Clustered Fused Graphical Lasso. | Yizhi Zhu, Oluwasanmi Koyejo |
| 2017 | AISTATS | Frequency Domain Predictive Modelling with Aggregated Data. | Avradeep Bhowmik, Joydeep Ghosh, Oluwasanmi Koyejo |
| 2017 | AISTATS | Information Projection and Approximate Inference for Structured Sparse Variables. | Rajiv Khanna, Joydeep Ghosh, Russell A. Poldrack, Oluwasanmi Koyejo |
| 2017 | ICML | Consistency Analysis for Binary Classification Revisited. | Krzysztof Dembczynski, Wojciech Kotlowski, Oluwasanmi Koyejo, Nagarajan Natarajan |
| 2017 | SDM | A Deflation Method for Structured Probabilistic PCA. | Rajiv Khanna, Joydeep Ghosh, Russell A. Poldrack, Oluwasanmi Koyejo |
| 2016 | ICML | A Simple and Provable Algorithm for Sparse Diagonal CCA. | Megasthenis Asteris, Anastasios Kyrillidis, Oluwasanmi Koyejo, Russell A. Poldrack |
| 2016 | ICML | Sparse Parameter Recovery from Aggregated Data. | Avradeep Bhowmik, Joydeep Ghosh, Oluwasanmi Koyejo |
| 2016 | ICML | Optimal Classification with Multivariate Losses. | Nagarajan Natarajan, Oluwasanmi Koyejo, Pradeep Ravikumar, Inderjit S. Dhillon |
| 2015 | AISTATS | Generalized Linear Models for Aggregated Data. | Avradeep Bhowmik, Joydeep Ghosh, Oluwasanmi Koyejo |
| 2015 | AISTATS | Sparse Submodular Probabilistic PCA. | Rajiv Khanna, Joydeep Ghosh, Russell A. Poldrack, Oluwasanmi Koyejo |
| 2013 | AISTATS | Bayesian Structure Learning for Functional Neuroimaging. | Mijung Park, Oluwasanmi Koyejo, Joydeep Ghosh, Russell A. Poldrack, Jonathan W. Pillow |
| 2013 | ICDM | Constrained Gaussian Process Regression for Gene-Disease Association. | Oluwasanmi Koyejo, Cheng H. Lee, Joydeep Ghosh |
| 2013 | RecSys | Retargeted matrix factorization for collaborative filtering. | Oluwasanmi Koyejo, Sreangsu Acharyya, Joydeep Ghosh |
| 2013 | UAI | Constrained Bayesian Inference for Low Rank Multitask Learning. | Oluwasanmi Koyejo, Joydeep Ghosh |
| 2012 | UAI | Learning to Rank With Bregman Divergences and Monotone Retargeting. | Sreangsu Acharyya, Oluwasanmi Koyejo, Joydeep Ghosh |
| 2011 | RecSys | A kernel-based approach to exploiting interaction-networks in heterogeneous information sources for improved recommender systems. | Oluwasanmi Koyejo, Joydeep Ghosh |