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Oluwasanmi Oluseye Koyejo

20092019
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Research Output 2009 2019

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Conference article

Consistent binary classification with generalized performance metrics

Koyejo, O., Natarajan, N., Ravikumar, P. & Dhillon, I. S., Jan 1 2014, In : Advances in Neural Information Processing Systems. 3, January, p. 2744-2752 9 p.

Research output: Contribution to journal › Conference article

Classifiers

Consistent multilabel classification

Koyejo, O., Natarajan, N., Ravikumar, P. & Dhillon, I. S., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 3321-3329 9 p.

Research output: Contribution to journal › Conference article

Classifiers
Labels

Generalized correspondence-LDA models (GC-LDA) for identifying functional regions in the brain

Rubin, T. N., Koyejo, O. O., Jones, M. N. & Yarkoni, T., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1126-1134 9 p.

Research output: Contribution to journal › Conference article

Brain
Neuroimaging
Probability distributions
Linguistics

Generalized linear models for aggregated data

Bhowmik, A., Ghosh, J. & Koyejo, O., Jan 1 2015, In : Journal of Machine Learning Research. 38, p. 93-101 9 p.

Research output: Contribution to journal › Conference article

Generalized Linear Model
Statistics
Histogram
Testing
Bins

On prior distributions and approximate inference for structured variables

Koyejo, O. O., Khanna, R., Ghosh, J. & Poldrack, R. A., Jan 1 2014, In : Advances in Neural Information Processing Systems. 1, January, p. 676-684 9 p.

Research output: Contribution to journal › Conference article

Functional neuroimaging
Neuroimaging
Recovery

Preference completion from partial rankings

Gunasekar, S., Koyejo, O. O. & Ghosh, J., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1378-1386 9 p.

Research output: Contribution to journal › Conference article

Computational complexity
Brain

Sparse Bayesian structure learning with dependent relevance determination prior

Wu, A., Park, M., Koyejo, O. O. & Pillow, J. W., Jan 1 2014, In : Advances in Neural Information Processing Systems. 2, January, p. 1628-1636 9 p.

Research output: Contribution to journal › Conference article

Linear regression
Tensors
Brain
Imaging techniques

Sparse submodular probabilistic PCA

Khanna, R., Ghosh, J., Poldrack, R. A. & Koyejo, O. O., Jan 1 2015, In : Journal of Machine Learning Research. 38, p. 453-461 9 p.

Research output: Contribution to journal › Conference article

Parameter estimation
Principal component analysis
Decomposition
Recovery
Functional Magnetic Resonance Imaging