On the Safety of Machine Learning: Cyber-Physical Systems, Decision
Sciences, and Data Products

v1v2 (latest)

On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products

5 October 2016

Kush R. Varshney

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Papers citing "On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products"

11 / 11 papers shown

Title
Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown Xingzhou Lou Dong Yan Wei Shen Yuzi Yan Jian Xie Junge Zhang 185 27 0 01 Oct 2024
European Union regulations on algorithmic decision-making and a "right to explanation" B. Goodman Seth Flaxman FaML AILaw 67 1,901 0 28 Jun 2016
Debugging Machine Learning Tasks Aleksandar Chakarov A. Nori S. Rajamani S. Sen Deepak Vijaykeerthy 42 44 0 23 Mar 2016
Engineering Safety in Machine Learning Kush R. Varshney 70 116 0 16 Jan 2016
Causal Falling Rule Lists Fulton Wang Cynthia Rudin CML 50 21 0 18 Oct 2015
Adverse Events in Robotic Surgery: A Retrospective Study of 14 Years of FDA Data H. Alemzadeh Ravishankar Iyer Zbigniew T. Kalbarczyk N. Leveson J. Raman 46 308 0 13 Jul 2015
Systems-theoretic Safety Assessment of Robotic Telesurgical Systems H. Alemzadeh Daniel Chen Andrew Lewis Zbigniew T. Kalbarczyk J. Raman N. Leveson Ravishankar Iyer 23 40 0 27 Apr 2015
Recursive Partitioning for Heterogeneous Causal Effects Susan Athey Guido Imbens CML 259 1,433 0 05 Apr 2015
Certifying and removing disparate impact Michael Feldman Sorelle A. Friedler John Moeller C. Scheidegger Suresh Venkatasubramanian FaML 201 1,992 0 11 Dec 2014
Machine Learning that Matters K. Wagstaff 124 313 0 18 Jun 2012
Domain Adaptation for Statistical Classifiers Hal Daumé D. Marcu OOD 97 912 0 28 Sep 2011

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