Koyejo, Oluwasanmi

23 publications

JMLR 2022 A Nonconvex Framework for Structured Dynamic Covariance Recovery Katherine Tsai, Mladen Kolar, Oluwasanmi Koyejo

UAI 2022 Quadratic Metric Elicitation for Fairness and Beyond Gaurush Hiranandani, Jatin Mathur, Harikrishna Narasimhan, Oluwasanmi Koyejo

ICLR 2020 Towards a Deep Network Architecture for Structured Smoothness Haroun Habeeb, Oluwasanmi Koyejo

JMLR 2019 Dependent Relevance Determination for Smooth and Structured Sparse Regression Anqi Wu, Oluwasanmi Koyejo, Jonathan Pillow

UAI 2019 Fall of Empires: Breaking Byzantine-Tolerant SGD by Inner Product Manipulation Cong Xie, Oluwasanmi Koyejo, Indranil Gupta

UAI 2019 Joint Nonparametric Precision Matrix Estimation with Confounding Sinong Geng, Mladen Kolar, Oluwasanmi Koyejo

AISTATS 2019 Performance Metric Elicitation from Pairwise Classifier Comparisons Gaurush Hiranandani, Shant Boodaghians, Ruta Mehta, Oluwasanmi Koyejo

ECML-PKDD 2019 SLSGD: Secure and Efficient Distributed On-Device Machine Learning Cong Xie, Oluwasanmi Koyejo, Indranil Gupta

AISTATS 2018 Bayesian Structure Learning for Dynamic Brain Connectivity Michael Riis Andersen, Ole Winther, Lars Kai Hansen, Russell A. Poldrack, Oluwasanmi Koyejo

UAI 2018 Clustered Fused Graphical Lasso Yizhi Zhu, Oluwasanmi Koyejo

ICML 2017 Consistency Analysis for Binary Classification Revisited Krzysztof Dembczyński, Wojciech Kotłowski, Oluwasanmi Koyejo, Nagarajan Natarajan

AISTATS 2017 Frequency Domain Predictive Modelling with Aggregated Data Avradeep Bhowmik, Joydeep Ghosh, Oluwasanmi Koyejo

AISTATS 2017 Information Projection and Approximate Inference for Structured Sparse Variables Rajiv Khanna, Joydeep Ghosh, Russell A. Poldrack, Oluwasanmi Koyejo

ICML 2016 A Simple and Provable Algorithm for Sparse Diagonal CCA Megasthenis Asteris, Anastasios Kyrillidis, Oluwasanmi Koyejo, Russell Poldrack

ICML 2016 Optimal Classification with Multivariate Losses Nagarajan Natarajan, Oluwasanmi Koyejo, Pradeep Ravikumar, Inderjit Dhillon

MLJ 2016 Rényi Divergence Minimization Based Co-Regularized Multiview Clustering Shalmali Joshi, Joydeep Ghosh, Mark Reid, Oluwasanmi Koyejo

ICML 2016 Sparse Parameter Recovery from Aggregated Data Avradeep Bhowmik, Joydeep Ghosh, Oluwasanmi Koyejo

AISTATS 2015 Generalized Linear Models for Aggregated Data Avradeep Bhowmik, Joydeep Ghosh, Oluwasanmi Koyejo

AISTATS 2015 Sparse Submodular Probabilistic PCA Rajiv Khanna, Joydeep Ghosh, Russell A. Poldrack, Oluwasanmi Koyejo

MLJ 2014 A Constrained Matrix-Variate Gaussian Process for Transposable Data Oluwasanmi Koyejo, Cheng H. Lee, Joydeep Ghosh

AISTATS 2013 Bayesian Structure Learning for Functional Neuroimaging Mijung Park, Oluwasanmi Koyejo, Joydeep Ghosh, Russell A. Poldrack, Jonathan W. Pillow

UAI 2013 Constrained Bayesian Inference for Low Rank Multitask Learning Oluwasanmi Koyejo, Joydeep Ghosh

UAI 2012 Learning to Rank with Bregman Divergences and Monotone Retargeting Sreangsu Acharyya, Oluwasanmi Koyejo, Joydeep Ghosh