Daniel Theron

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All published works

Action	Title	Year	Authors
+	Statistical Methods for Auditing the Quality of Manual Content Reviews	2023	Yang Xuan Andrew Smart Daniel Theron
+	Contextualizing the Limits of Model & Evaluation Dataset Curation on Semantic Similarity Classification Tasks	2023	Daniel Theron
+	Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing	2020	Inioluwa Deborah Raji Andrew Smart Rebecca N. White Margaret Mitchell Timnit Gebru Ben Hutchinson Jamila Smith-Loud Daniel Theron Parker Barnes

Common Coauthors

Coauthor	Papers Together
Parker Barnes	1
Jamila Smith-Loud	1
Inioluwa Deborah Raji	1
Rebecca N. White	1
Margaret Mitchell	1
Yang Xuan	1
Ben Hutchinson	1
Andrew Smart	1
Timnit Gebru	1
Andrew Smart	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Learning Face Attributes in the Wild	2015	Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang	1
+	Towards Deep Neural Network Architectures Robust to Adversarial Examples	2014	Shixiang Gu Luca Rigazio	1
+ PDF Chat	On the application of the Borel-Cantelli lemma	1952	Kai Lai Chung P. Erdős	1
+ PDF Chat	Efficient Machine Learning for Big Data: A Review	2015	Omar Y. Al-Jarrah Paul D. Yoo Sami Muhaidat George K. Karagiannidis Kamal Taha	1
+ PDF Chat	Given enough eyeballs, all bugs are shallow? Revisiting Eric Raymond with bug bounty programs	2017	Thomas Maillart Mingyi Zhao Jens Großklags John Chuang	1
+	Runaway Feedback Loops in Predictive Policing	2017	Danielle Ensign Sorelle A. Friedler Scott Neville Carlos Scheidegger Suresh Venkatasubramanian	1
+	A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics	2018	Roel Dobbe Sarah Dean Thomas Krendl Gilbert Nitin Kohli	1
+ PDF Chat	Improving fairness in machine learning systems: What do industry practitioners need?	2018	Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miro Dudík Hanna Wallach	1
+	Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems	2018	Svetlana Kiritchenko Saif M. Mohammad	1
+	Linking Artificial Intelligence Principles	2018	Yi Zeng Enmeng Lu Cunqing Huangfu	1
+	Evolutionary Computation and AI Safety: Research Problems Impeding Routine and Safe Real-world Application of Evolution	2019	Joel Lehman	1
+	Probability: A Very Short Introduction	2012	John Haigh	1