iSurvive: An Interpretable, Event-time Prediction Model for mHealth.
Michael L. Dennis , Alexander Moreno , Christy K. Scott , Susan A. Murphy
international conference on machine learning 70 970 -979
8
2017
A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM.
Joel S. Schuman , Gadi Wollstein , Alexander Moreno , James M. Rehg
MLHC 140 -159
2019
A Robust Functional EM Algorithm for Incomplete Panel Count Data
Alexander Moreno , Cho Lam , Zhenke Wu , James M. Rehg
neural information processing systems 33 19828 -19838
1
2020
Learning Continuous-Time Hidden Markov Models for Event Data
Yu-Ying Liu , Alexander Moreno , Shuang Li , Fuxin Li
Mobile Health 361 -387
3
2017
SmokingOpp: Detecting the Smoking 'Opportunity' Context Using Mobile Sensors
Soujanya Chatterjee , Alexander Moreno , Steven Lloyd Lizotte , Sayma Akther
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 4 ( 1) 1 -26
2020
Speeding up large-scale financial recomputation with memoization
Alexander Moreno , Tucker Balch
high performance computational finance 17 -22
3
2014
dispel4py: A Python framework for data-intensive scientific computing
Rosa Filguiera , Amrey Krause , Malcolm Atkinson , Iraklis Klampanos
International Journal of High Performance Computing Applications 31 ( 4) 316 -334
15
2017
Automatic variational ABC
Alexander Moreno , Tameem Adel , Edward Meeds , James M Rehg
arXiv preprint arXiv:1606.08549
14
2016
The mobile assistance for regulating smoking (MARS) micro-randomized trial design protocol
Inbal Nahum-Shani , Lindsey N Potter , Cho Y Lam , Jamie Yap
Contemporary clinical trials 110 106513 -106513
12
2021
Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling
Yu-Ying Liu , Alexander Moreno , Maxwell A Xu , Shuang Li
arXiv preprint arXiv:2110.13998
2021
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation
Maxwell Xu , Alexander Moreno , Supriya Nagesh , Varol Aydemir
Advances in Neural Information Processing Systems 35 26874 -26888
3
2022
Retrieval-Based Reconstruction For Time-series Contrastive Learning
Maxwell Xu , Alexander Moreno , Hui Wei , Benjamin Marlin
The Twelfth International Conference on Learning Representations
2
2023
Transformers for prompt-level EMA non-response prediction
Supriya Nagesh , Alexander Moreno , Stephanie M Carpenter , Jamie Yap
arXiv preprint arXiv:2111.01193
1
2021
Kernel Multimodal Continuous Attention
Alexander Moreno , Zhenke Wu , Supriya Nagesh , Walter Dempsey
Advances in Neural Information Processing Systems 35 18046 -18059
2022
NOVEL USE OF MHEALTH DATA TO IDENTIFY STATES OF VULNERABILITY AND RECEPTIVITY TO JITAIS
Inbal Nahum-Shani , Alexander Moreno , Zhenke Wu , Jamie Yap
ANNALS OF BEHAVIORAL MEDICINE 54 S147 -S147
2020
Supplementary Material for “iSurvive: An Interpretable, Event-time Prediction Model for mHealth”
Walter H Dempsey , Alexander Moreno , Christy K Scott , Michael L Dennis
Improving Financial Computation Speed With Full and Subproblem Memoization
Alexander Moreno , Tucker Balch
Concurrency and Computation: Practice and Experience
2
2015
A Robust Mixed-Effects Bandit Algorithm for Assessing Mobile Health Interventions
Easton K Huch , Jieru Shi , Madeline R Abbott , Jessica R Golbus
arXiv preprint arXiv:2312.06403
2023
Debiased Machine Learning and Network Cohesion for Doubly-Robust Differential Reward Models in Contextual Bandits
Easton K Huch , Jieru Shi , Madeline R Abbott , Jessica R Golbus
arXiv preprint arXiv:2312.06403
2023
KrADagrad: Kronecker Approximation-Domination Gradient Preconditioned Stochastic Optimization
Jonathan Mei , Alexander Moreno , Luke Walters
Uncertainty in Artificial Intelligence
2023