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Koyejo, Oluwasanmi O
15 publications
ICLRW
2023
Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa
Mercy Nyamewaa Asiedu
,
Awa Dieng
,
Abigail Oppong
,
Maria Nagawa
,
Oluwasanmi O Koyejo
,
Katherine A Heller
CLeaR
2022
Identifying Coarse-Grained Independent Causal Mechanisms with Self-Supervision
Xiaoyang Wang
,
Klara Nahrstedt
,
Oluwasanmi O Koyejo
NeurIPSW
2022
The Curse of Low Task Diversity: On the Failure of Transfer Learning to Outperform MAML and Their Empirical Equivalence
Brando Miranda
,
Patrick Yu
,
Yu-Xiong Wang
,
Oluwasanmi O Koyejo
NeurIPSW
2021
Distribution Preserving Bayesian Coresets Using Set Constraints
Shovik Guha
,
Rajiv Khanna
,
Oluwasanmi O Koyejo
ICLR
2021
Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space Navigation
Peiye Zhuang
,
Oluwasanmi O Koyejo
,
Alex Schwing
NeurIPSW
2021
Exploiting Causal Chains for Domain Generalization
Olawale Elijah Salaudeen
,
Oluwasanmi O Koyejo
NeurIPS
2019
Learning Sparse Distributions Using Iterative Hard Thresholding
Jacky Y Zhang
,
Rajiv Khanna
,
Anastasios Kyrillidis
,
Oluwasanmi O Koyejo
NeurIPS
2019
Multiclass Performance Metric Elicitation
Gaurush Hiranandani
,
Shant Boodaghians
,
Ruta Mehta
,
Oluwasanmi O Koyejo
NeurIPS
2016
Examples Are Not Enough, Learn to Criticize! Criticism for Interpretability
Been Kim
,
Rajiv Khanna
,
Oluwasanmi O Koyejo
NeurIPS
2016
Generalized Correspondence-LDA Models (GC-LDA) for Identifying Functional Regions in the Brain
Timothy Rubin
,
Oluwasanmi O Koyejo
,
Michael N. Jones
,
Tal Yarkoni
NeurIPS
2016
Preference Completion from Partial Rankings
Suriya Gunasekar
,
Oluwasanmi O Koyejo
,
Joydeep Ghosh
NeurIPS
2015
Consistent Multilabel Classification
Oluwasanmi O Koyejo
,
Nagarajan Natarajan
,
Pradeep K Ravikumar
,
Inderjit S Dhillon
NeurIPS
2014
Consistent Binary Classification with Generalized Performance Metrics
Oluwasanmi O Koyejo
,
Nagarajan Natarajan
,
Pradeep K Ravikumar
,
Inderjit S Dhillon
NeurIPS
2014
On Prior Distributions and Approximate Inference for Structured Variables
Oluwasanmi O Koyejo
,
Rajiv Khanna
,
Joydeep Ghosh
,
Russell Poldrack
NeurIPS
2014
Sparse Bayesian Structure Learning with “dependent Relevance Determination” Priors
Anqi Wu
,
Mijung Park
,
Oluwasanmi O Koyejo
,
Jonathan W Pillow