Julius Adebayo

27 papers A* 7C 1Journal 15Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Concept Bottleneck Language Models For Protein Design. ICLR Aya Abdelsalam Ismail, Tuomas P. Oikarinen, Amy Wang, Julius Adebayo, Samuel Don Stanton, Héctor Corrada Bravo, Kyunghyun Cho, Nathan C. Frey
2024	A*	`conf`	Concept Bottleneck Generative Models. ICLR Aya Abdelsalam Ismail, Julius Adebayo, Héctor Corrada Bravo, Stephen Ra, Kyunghyun Cho
2024	J	`jnl`	Concept Bottleneck Language Models For protein design. CoRR Aya Abdelsalam Ismail, Tuomas P. Oikarinen, Amy Wang, Julius Adebayo, Samuel Stanton, Taylor Joren, Joseph Kleinhenz, Allen Goodman, Héctor Corrada Bravo, Kyunghyun Cho, Nathan C. Frey
2024	J	`jnl`	How Aligned are Generative Models to Humans in High-Stakes Decision-Making? CoRR Sarah Tan, Keri Mallari, Julius Adebayo, Albert Gordo, Martin T. Wells, Kori Inkpen
2023	A*	`conf`	Error Discovery By Clustering Influence Embeddings. NeurIPS Fulton Wang, Julius Adebayo, Sarah Tan, Diego Garcia-Olano, Narine Kokhlikyan
2023	J	`jnl`	Error Discovery by Clustering Influence Embeddings. CoRR Fulton Wang, Julius Adebayo, Sarah Tan, Diego Garcia-Olano, Narine Kokhlikyan
2023	A*	`conf`	Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics. ICLR Julius Adebayo, Melissa Hall, Bowen Yu, Bobbie Chern
2023	J	`jnl`	Quantifying and mitigating the impact of label errors on model disparity metrics. CoRR Julius Adebayo, Melissa Hall, Bowen Yu, Bobbie Chern
2022	A*	`conf`	Post hoc Explanations may be Ineffective for Detecting Unknown Spurious Correlation. ICLR Julius Adebayo, Michael Muelly, Harold Abelson, Been Kim
2022	J	`jnl`	Post hoc Explanations may be Ineffective for Detecting Unknown Spurious Correlation. CoRR Julius Adebayo, Michael Muelly, Hal Abelson, Been Kim
2022	—	`—`	Towards Effective Tools for Debugging Machine Learning Models Julius Adebayo
2020	J	`jnl`	Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging. CoRR Nishanth Thumbavanam Arun, Nathan Gaw, Praveer Singh, Ken Chang, Mehak Aggarwal, Bryan Chen, Katharina Hoebel, Sharut Gupta, Jay B. Patel, Mishka Gidwani, Julius Adebayo, Matthew D. Li, Jayashree Kalpathy-Cramer
2020	A*	`conf`	Debugging Tests for Model Explanations. NeurIPS Julius Adebayo, Michael Muelly, Ilaria Liccardi, Been Kim
2020	J	`jnl`	Debugging Tests for Model Explanations. CoRR Julius Adebayo, Michael Muelly, Ilaria Liccardi, Been Kim
2019	J	`jnl`	Explaining Explanations to Society. CoRR Leilani H. Gilpin, Cecilia Testart, Nathaniel Fruchter, Julius Adebayo
2019	—	`ch.`	The (Un)reliability of Saliency Methods. Explainable AI Pieter-Jan Kindermans, Sara Hooker, Julius Adebayo, Maximilian Alber, Kristof T. Schütt, Sven Dähne, Dumitru Erhan, Been Kim
2018	J	`jnl`	Investigating Human + Machine Complementarity for Recidivism Predictions. CoRR Sarah Tan, Julius Adebayo, Kori Inkpen, Ece Kamar
2018	—	`conf`	Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter Values. ICLR (Workshop) Julius Adebayo, Justin Gilmer, Ian J. Goodfellow, Been Kim
2018	J	`jnl`	Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter Values. CoRR Julius Adebayo, Justin Gilmer, Ian J. Goodfellow, Been Kim
2018	A*	`conf`	Sanity Checks for Saliency Maps. NeurIPS Julius Adebayo, Justin Gilmer, Michael Muelly, Ian J. Goodfellow, Moritz Hardt, Been Kim
2018	J	`jnl`	Sanity Checks for Saliency Maps. CoRR Julius Adebayo, Justin Gilmer, Michael Muelly, Ian J. Goodfellow, Moritz Hardt, Been Kim
2017	J	`jnl`	The (Un)reliability of saliency methods. CoRR Pieter-Jan Kindermans, Sara Hooker, Julius Adebayo, Maximilian Alber, Kristof T. Schütt, Sven Dähne, Dumitru Erhan, Been Kim
2016	J	`jnl`	Iterative Orthogonal Feature Projection for Diagnosing Bias in Black-Box Models. CoRR Julius Adebayo, Lalana Kagal
2015	C	`conf`	A privacy protection procedure for large scale individual level data. ISI Julius Adebayo, Lalana Kagal
2015	J	`jnl`	Bayesian modeling suggests that IL-12 (p40), IL-13 and MCP-1 drive murine cytokine networks BMC Syst. Biol. Sarah L. Field, Tathagata Dasgupta, Michele Cummings, Richard S. Savage, Julius Adebayo, Hema McSara, Jeremy Gunawardena, Nicolas M. Orsi
2015	—	`conf`	Understanding the role of mobile technologies for humanitarian relief. ISCRAM WeiHua James Li, Julius Adebayo, Fuming Shih, Lalana Kagal
2014	J	`jnl`	An exploration of social identity: The structure of the BBC news-sharing community on Twitter. Complex. Julius Adebayo, Musso Tiziana, Kawandeep Virdee, Casey Friedman, Yaneer Bar-Yam