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Nina Deliu
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 10
Top Topics
Clinical Trials
Uniform Random
Regret Bounds
Multi Armed Bandit
Top Venues
CoRR
FAccT
J. Am. Medical Informatics Assoc.
AMIA
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Publications
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Harsh Kumar
,
Tong Li
,
Jiakai Shi
,
Ilya Musabirov
,
Rachel Kornfield
,
Jonah Meyerhoff
,
Ananya Bhattacharjee
,
Chris J. Karr
,
Theresa Nguyen
,
David C. Mohr
,
Anna N. Rafferty
,
Sofia S. Villar
,
Nina Deliu
,
Joseph Jay Williams
Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health.
CoRR
(2023)
Xueqing Liu
,
Nina Deliu
,
Tanujit Chakraborty
,
Lauren Bell
,
Bibhas Chakraborty
Thompson sampling for zero-inflated count outcomes with an application to the Drink Less mobile health study.
CoRR
(2023)
Nina Deliu
,
Joseph Jay Williams
,
Bibhas Chakraborty
Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions.
CoRR
(2022)
Isabel Chien
,
Nina Deliu
,
Richard E. Turner
,
Adrian Weller
,
Sofia S. Villar
,
Niki Kilbertus
Multi-disciplinary fairness considerations in machine learning for clinical trials.
CoRR
(2022)
Isabel Chien
,
Nina Deliu
,
Richard Turner
,
Adrian Weller
,
Sofia S. Villar
,
Niki Kilbertus
Multi-disciplinary fairness considerations in machine learning for clinical trials.
FAccT
(2022)
Nina Deliu
,
Joseph Jay Williams
,
Sofia S. Villar
Efficient Inference Without Trading-off Regret in Bandits: An Allocation Probability Test for Thompson Sampling.
CoRR
(2021)
Jacob Nogas
,
Tong Li
,
Fernando J. Yanez
,
Arghavan Modiri
,
Nina Deliu
,
Ben Prystawski
,
Sofia S. Villar
,
Anna N. Rafferty
,
Joseph Jay Williams
Algorithms for Adaptive Experiments that Trade-off Statistical Analysis with Reward: Combining Uniform Random Assignment and Reward Maximization.
CoRR
(2021)
Caroline A. Figueroa
,
Adrián Aguilera
,
Bibhas Chakraborty
,
Arghavan Modiri
,
Jai Aggarwal
,
Nina Deliu
,
Urmimala Sarkar
,
Joseph Jay Williams
,
Courtney R. Lyles
Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design decisions.
J. Am. Medical Informatics Assoc.
28 (6) (2021)
Joseph Jay Williams
,
Jacob Nogas
,
Nina Deliu
,
Hammad Shaikh
,
Sofia S. Villar
,
Audrey Durand
,
Anna N. Rafferty
Challenges in Statistical Analysis of Data Collected by a Bandit Algorithm: An Empirical Exploration in Applications to Adaptively Randomized Experiments.
CoRR
(2021)
Caroline A. Figueroa
,
Adrián Aguilera
,
Bibhas Chakraborty
,
Arghavan Modiri
,
Jai Aggarwal
,
Nina Deliu
,
Urmimala Sarkar
,
Joseph Jay Williams
,
Courtney R. Lyles
Challenges and opportunities of using reinforcement learning to optimize behavioral health interventions delivered via smartphones.
AMIA
(2020)