Preventing undesirable behavior of intelligent machines

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

(2018) Chiara Toffanin et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Home use of a bihormonal bionic pancreas versus insulin pump therapy in adults with type 1 diabetes: a multicentre randomised crossover trial

(2017) Firas H El-Khatib et al.   LANCET

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

(2017) Peyman Mohajerin Esfahani et al.   MATHEMATICAL PROGRAMMING

Data-driven robust optimization

(2017) Dimitris Bertsimas et al.   MATHEMATICAL PROGRAMMING

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

(2017) Alexandra Chouldechova   Big Data

Outcome Measures for Artificial Pancreas Clinical Trials: A Consensus Report: Table 1

(2016) David M. Maahs et al.   DIABETES CARE

Clinical Safety and Feasibility of the Advanced Bolus Calculator for Type 1 Diabetes Based on Case-Based Reasoning: A 6-Week Nonrandomized Single-Arm Pilot Study

(2016) Monika Reddy et al.   Diabetes Technology & Therapeutics

Should We Fear Supersmart Robots?

(2016) Stuart Russell   SCIENTIFIC AMERICAN

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

(2015) Jianyong Tuo et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

The reusable holdout: Preserving validity in adaptive data analysis

(2015) C. Dwork et al.   SCIENCE

Machine learning applications in cancer prognosis and prediction

(2015) Konstantina Kourou et al.   Computational and Structural Biotechnology Journal

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

(2014) Suchi Saria   IEEE INTELLIGENT SYSTEMS

Discrimination in online ad delivery

(2013) Latanya Sweeney   COMMUNICATIONS OF THE ACM

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

(2013) Rachel M. Houtman et al.   INTERNATIONAL JOURNAL OF WILDLAND FIRE

Increased Mortality of Patients With Diabetes Reporting Severe Hypoglycemia

(2012) R. G. McCoy et al.   DIABETES CARE

Efficacy and Safety of Glucose Control with Space GlucoseControl in the Medical Intensive Care Unit—An Open Clinical Investigation

(2012) Karin Amrein et al.   Diabetes Technology & Therapeutics

On safe tractable approximations of chance constraints

(2011) Arkadi Nemirovski   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

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

(2011) Qianfan Wang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Closed-loop insulin delivery: from bench to clinical practice

(2011) Roman Hovorka   Nature Reviews Endocrinology

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

(2010) M. Valiev et al.   COMPUTER PHYSICS COMMUNICATIONS

Three naive Bayes approaches for discrimination-free classification

(2010) Toon Calders et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Staffing Call Centers with Uncertain Demand Forecasts: A Chance-Constrained Optimization Approach

(2010) Itai Gurvich et al.   MANAGEMENT SCIENCE

Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems

(2010) Erick Delage et al.   OPERATIONS RESEARCH

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

(2010) Ewan C. McNay et al.   PHYSIOLOGY & BEHAVIOR

Diabetes increases brain damage caused by severe hypoglycemia

(2009) Adam J. Bree et al.   AMERICAN JOURNAL OF PHYSIOLOGY-ENDOCRINOLOGY AND METABOLISM

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

(2009) Youqing Wang et al.   JOURNAL OF PROCESS CONTROL

Bolus Calculator: A Review of Four “Smart” Insulin Pumps

(2008) Howard Zisser et al.   Diabetes Technology & Therapeutics

An Improved PID Switching Control Strategy for Type 1 Diabetes

(2008) Gianni Marchetti et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

(2007) Cesar C. Palerm et al.   JOURNAL OF PROCESS CONTROL