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Provably safe and robust learning-based model predictive control

Automatica (Oxford), 2013-05, Vol.49 (5), p.1216-1226

2013

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Differentiation-state plasticity is a targetable resistance mechanism in basal-like breast cancer

Nature communications, 2018-09, Vol.9 (1), p.3815-17, Article 3815

2018

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Modeling differentiation-state transitions linked to therapeutic escape in triple-negative breast cancer

PLoS computational biology, 2019-03, Vol.15 (3), p.e1006840-e1006840

2019

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Expression-level optimization of a multi-enzyme pathway in the absence of a high-throughput assay

Nucleic acids research, 2013-12, Vol.41 (22), p.10668-10678

2013

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Applying machine learning to predict future adherence to physical activity programs

BMC medical informatics and decision making, 2019-08, Vol.19 (1), p.169-169, Article 169

2019

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Dynamic regret convergence analysis and an adaptive regularization algorithm for on-policy robot imitation learning

The International journal of robotics research, 2021-09, Vol.40 (10-11), p.1284-1305

2021

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Correction: Modeling differentiation-state transitions linked to therapeutic escape in triple-negative breast cancer

PLoS computational biology, 2019-10, Vol.15 (10), p.e1007441-e1007441

2019

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Accelerated non-negative tensor completion via integer programming

Frontiers in applied mathematics and statistics, 2023-07, Vol.9

2023

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Statistics with set-valued functions: applications to inverse approximate optimization

Mathematical programming, 2019-03, Vol.174 (1-2), p.225-251

Aswani, Anil

2019

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Predicting NICU admissions in near-term and term infants with low illness acuity

Journal of perinatology, 2021-03, Vol.41 (3), p.478-485

2021

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Association of Funding and Meal Preparation Time With Nutritional Quality of Meals of Supplemental Nutritional Assistance Program Recipients

JAMA network open, 2021-06, Vol.4 (6), p.e2114701-e2114701

2021

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Optimization hierarchy for fair statistical decision problems

The Annals of statistics, 2022-12, Vol.50 (6), p.3144

2022

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Logarithmic sample bounds for Sample Average Approximation with capacity- or budget-constraints

Operations research letters, 2021-03, Vol.49 (2), p.231-238

2021

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A comparative study of tell-show-do technique with and without the aid of a virtual tool in the behavior management of 6–9-year-old children: A nonrandomized, clinical trial

Journal of the Indian Society of Pedodontics and Preventive Dentistry, 2020-10, Vol.38 (4), p.393-399

2020

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Low-Rank Approximation and Completion of Positive Tensors

SIAM journal on matrix analysis and applications, 2016-01, Vol.37 (3), p.1337-1364

Aswani, Anil

2016

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Behavioral analytics for myopic agents

European journal of operational research, 2023-10, Vol.310 (2), p.793-811

2023

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Nonstationary Bandits with Habituation and Recovery Dynamics

Operations research, 2020-09, Vol.68 (5), p.1493-1516

2020

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Detecting Generalized Replay Attacks via Time-Varying Dynamic Watermarking

IEEE transactions on automatic control, 2021-08, Vol.66 (8), p.3502-3517

2021

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Inverse Optimization with Noisy Data

Operations research, 2018-05, Vol.66 (3), p.870-892

2018

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Sensor Switching Control Under Attacks Detectable by Finite Sample Dynamic Watermarking Tests

IEEE transactions on automatic control, 2021-10, Vol.66 (10), p.4560-4574

2021

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Statistical Consistency of Set-Membership Estimator for Linear Systems

IEEE control systems letters, 2020-07, Vol.4 (3), p.668-673

2020

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Evaluating Machine Learning-Based Automated Personalized Daily Step Goals Delivered Through a Mobile Phone App: Randomized Controlled Trial

JMIR mHealth and uHealth, 2018-01, Vol.6 (1), p.e28-e28

2018

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Reducing Transient and Steady State Electricity Consumption in HVAC Using Learning-Based Model-Predictive Control

Proceedings of the IEEE, 2012-01, Vol.100 (1), p.240-253

2012

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Data-Driven Incentive Design in the Medicare Shared Savings Program

Operations research, 2019-07, Vol.67 (4), p.1002-1026, Article opre.2018.1821

2019

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Behavioral modeling in weight loss interventions

European journal of operational research, 2019-02, Vol.272 (3), p.1058-1072

2019

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Provably safe and robust learning-based model predictive control

Differentiation-state plasticity is a targetable resistance mechanism in basal-like breast cancer

Modeling differentiation-state transitions linked to therapeutic escape in triple-negative breast cancer

Expression-level optimization of a multi-enzyme pathway in the absence of a high-throughput assay

Applying machine learning to predict future adherence to physical activity programs

Dynamic regret convergence analysis and an adaptive regularization algorithm for on-policy robot imitation learning

Correction: Modeling differentiation-state transitions linked to therapeutic escape in triple-negative breast cancer

Accelerated non-negative tensor completion via integer programming

Statistics with set-valued functions: applications to inverse approximate optimization

Predicting NICU admissions in near-term and term infants with low illness acuity

Association of Funding and Meal Preparation Time With Nutritional Quality of Meals of Supplemental Nutritional Assistance Program Recipients

Optimization hierarchy for fair statistical decision problems

Logarithmic sample bounds for Sample Average Approximation with capacity- or budget-constraints

A comparative study of tell-show-do technique with and without the aid of a virtual tool in the behavior management of 6–9-year-old children: A nonrandomized, clinical trial

Low-Rank Approximation and Completion of Positive Tensors

Behavioral analytics for myopic agents

Nonstationary Bandits with Habituation and Recovery Dynamics

Detecting Generalized Replay Attacks via Time-Varying Dynamic Watermarking

Inverse Optimization with Noisy Data

Sensor Switching Control Under Attacks Detectable by Finite Sample Dynamic Watermarking Tests

Statistical Consistency of Set-Membership Estimator for Linear Systems

Evaluating Machine Learning-Based Automated Personalized Daily Step Goals Delivered Through a Mobile Phone App: Randomized Controlled Trial

Reducing Transient and Steady State Electricity Consumption in HVAC Using Learning-Based Model-Predictive Control

Data-Driven Incentive Design in the Medicare Shared Savings Program

Behavioral modeling in weight loss interventions

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