4.8 Article

Preventing undesirable behavior of intelligent machines

Related references

Note: Only part of the references are listed.
Article Social Sciences, Mathematical Methods

Fairness in Criminal Justice Risk Assessments: The State of the Art

Richard Berk et al.

Summary: This article clarifies the trade-offs between accuracy and fairness in criminal justice risk assessments, highlighting at least six kinds of fairness which may be incompatible with each other and with accuracy. The differences in base rates across legally protected groups present a major complication in practice, requiring consideration of challenging trade-offs.

SOCIOLOGICAL METHODS & RESEARCH (2021)

Article Automation & Control Systems

Postprandial Glucose Regulation via KNN Meal Classification in Type 1 Diabetes

Eleonora Maria Aiello et al.

IEEE CONTROL SYSTEMS LETTERS (2019)

Article Computer Science, Software Engineering

Data-driven distributionally robust optimization using the Wasserstein metric: performance guarantees and tractable reformulations

Peyman Mohajerin Esfahani et al.

MATHEMATICAL PROGRAMMING (2018)

Article Computer Science, Software Engineering

Data-driven robust optimization

Dimitris Bertsimas et al.

MATHEMATICAL PROGRAMMING (2018)

Article Engineering, Biomedical

Toward a Run-to-Run Adaptive Artificial Pancreas: In Silico Results

Chiara Toffanin et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2018)

Article Computer Science, Interdisciplinary Applications

Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments

Alexandra Chouldechova

BIG DATA (2017)

Article Endocrinology & Metabolism

Future of Automated Insulin Delivery Systems

Jessica R. Castle et al.

DIABETES TECHNOLOGY & THERAPEUTICS (2017)

Article Engineering, Biomedical

Automatic adaptation of basal therapy for Type 1 diabetic patients: A Run-to-Run approach

Chiara Toffanin et al.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL (2017)

Article Endocrinology & Metabolism

Outcome Measures for Artificial Pancreas Clinical Trials: A Consensus Report

David M. Maahs et al.

DIABETES CARE (2016)

Article Multidisciplinary Sciences

SHOULD WE FEAR SUPERSMART ROBOTS?

Stuart Russell

SCIENTIFIC AMERICAN (2016)

Article Social Sciences, Mathematical Methods

Likelihood robust optimization for data-driven problems

Zizhuo Wang et al.

COMPUTATIONAL MANAGEMENT SCIENCE (2016)

Article Computer Science, Interdisciplinary Applications

Optimization of insulin pump therapy based on high order run-to-run control scheme

Jianyong Tuo et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2015)

Article Multidisciplinary Sciences

Human-level control through deep reinforcement learning

Volodymyr Mnih et al.

NATURE (2015)

Article Multidisciplinary Sciences

The reusable holdout: Preserving validity in adaptive data analysis

Cynthia Dwork et al.

SCIENCE (2015)

Review Biochemistry & Molecular Biology

Machine learning applications in cancer prognosis and prediction

Konstantina Kourou et al.

COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL (2015)

Editorial Material Computer Science, Artificial Intelligence

A $3 Trillion Challenge to Computational Scientists: Transforming Healthcare Delivery

Suchi Saria

IEEE INTELLIGENT SYSTEMS (2014)

Article Computer Science, Hardware & Architecture

Discrimination in Online Ad Delivery

Latanya Sweeney

COMMUNICATIONS OF THE ACM (2013)

Article Forestry

Allowing a wildfire to burn: estimating the effect on future fire suppression costs

Rachel M. Houtman et al.

INTERNATIONAL JOURNAL OF WILDLAND FIRE (2013)

Article Endocrinology & Metabolism

Increased Mortality of Patients With Diabetes Reporting Severe Hypoglycemia

Rozalina G. McCoy et al.

DIABETES CARE (2012)

Article Management

On safe tractable approximations of chance constraints

Arkadi Nernirovski

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2012)

Article Engineering, Electrical & Electronic

A Chance-Constrained Two-Stage Stochastic Program for Unit Commitment With Uncertain Wind Power Output

Qianfan Wang et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2012)

Review Endocrinology & Metabolism

Closed-loop insulin delivery: from bench to clinical practice

Roman Hovorka

NATURE REVIEWS ENDOCRINOLOGY (2011)

Article Computer Science, Interdisciplinary Applications

NWChem: A comprehensive and scalable open-source solution for large scale molecular simulations

M. Valiev et al.

COMPUTER PHYSICS COMMUNICATIONS (2010)

Article Computer Science, Artificial Intelligence

Three naive Bayes approaches for discrimination-free classification

Toon Calders et al.

DATA MINING AND KNOWLEDGE DISCOVERY (2010)

Review Psychology, Biological

Mini-review: Impact of recurrent hypoglycemia on cognitive and brain function

Ewan C. McNay et al.

PHYSIOLOGY & BEHAVIOR (2010)

Article Endocrinology & Metabolism

Diabetes increases brain damage caused by severe hypoglycemia

Adam J. Bree et al.

AMERICAN JOURNAL OF PHYSIOLOGY-ENDOCRINOLOGY AND METABOLISM (2009)

Review Automation & Control Systems

Survey on iterative learning control, repetitive control, and run-to-run control

Youqing Wang et al.

JOURNAL OF PROCESS CONTROL (2009)

Review Endocrinology & Metabolism

Bolus Calculator: A Review of Four Smart Insulin Pumps

Howard Zisser et al.

DIABETES TECHNOLOGY & THERAPEUTICS (2008)

Article Engineering, Biomedical

An improved PID switching control strategy for type 1 diabetes

Gianni Marchetti et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2008)

Article Automation & Control Systems

A run-to-run control strategy to adjust basal insulin infusion rates in type 1 diabetes

Cesar C. Palerm et al.

JOURNAL OF PROCESS CONTROL (2008)

Article Automation & Control Systems

A run-to-run framework for prandial insulin dosing: handling real-life uncertainty

C. C. Palerm et al.

INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL (2007)

Article Engineering, Geological

Regression models for estimating coseismic landslide displacement

Randall W. Jibson

ENGINEERING GEOLOGY (2007)

Article Medicine, Research & Experimental

Hypoglycemic neuronal death is triggered by glucose reperfusion and activation of neuronal NADPH oxidase

Sang Won Suh et al.

JOURNAL OF CLINICAL INVESTIGATION (2007)

Article Computer Science, Software Engineering

Ambiguous chance constrained problems and robust optimization

E Erdogan et al.

MATHEMATICAL PROGRAMMING (2006)

Article Engineering, Biomedical

Run-to-run control of blood glucose concentrations for people with type 1 diabetes mellitus

Camelia Owens et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2006)

Article Public, Environmental & Occupational Health

Postprandial light physical activity blunts the blood glucose increase

Arne T. Hostmark et al.

PREVENTIVE MEDICINE (2006)

Article Economics

A theory of reciprocity

A Falk et al.

GAMES AND ECONOMIC BEHAVIOR (2006)

Article Mathematics, Applied

Convex approximations of chance constrained programs

Arkadi Nemirovski et al.

SIAM JOURNAL ON OPTIMIZATION (2006)

Article Automation & Control Systems

A time-dependent Hamilton-Jacobi formulation of reachable sets for continuous dynamic games

IM Mitchell et al.

IEEE TRANSACTIONS ON AUTOMATIC CONTROL (2005)

Article Computer Science, Software Engineering

Uncertain convex programs: randomized solutions and confidence levels

G Calafiore et al.

MATHEMATICAL PROGRAMMING (2005)

Article Economics

Shortfall as a risk measure: properties, optimization and applications

D Bertsimas et al.

JOURNAL OF ECONOMIC DYNAMICS & CONTROL (2004)

Review Pharmacology & Pharmacy

Closed-loop insulin delivery - the path to physiological glucose control

GM Steil et al.

ADVANCED DRUG DELIVERY REVIEWS (2004)

Article Operations Research & Management Science

On constraint sampling in the linear programming approach to approximate dynamic programming

DP de Farias et al.

MATHEMATICS OF OPERATIONS RESEARCH (2004)

Article Dentistry, Oral Surgery & Medicine

Indian hedgehog:: A mechanotransduction mediator in condylar cartilage

GH Tang et al.

JOURNAL OF DENTAL RESEARCH (2004)

Article Endocrinology & Metabolism

Prediction of coronary heard disease in middle-ages adults with diabetes

AR Folsom et al.

DIABETES CARE (2003)

Article Health Care Sciences & Services

Coronary heart disease risk prediction in the Atherosclerosis Risk in Communities (ARIC) study

LE Chambless et al.

JOURNAL OF CLINICAL EPIDEMIOLOGY (2003)

Article Computer Science, Interdisciplinary Applications

The normalized normal constraint method for generating the Pareto frontier

A Messac et al.

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2003)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)

Article Computer Science, Artificial Intelligence

Robust classification for imprecise environments

F Provost et al.

MACHINE LEARNING (2001)

Article Computer Science, Software Engineering

Concavity and efficient points of discrete distributions in probabilistic programming

D Dentcheva et al.

MATHEMATICAL PROGRAMMING (2000)