Alexander Moreno

29 papers A* 7A 1Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
K2-Think: A Parameter-Efficient Reasoning System.
CoRR
Zhoujun Cheng, Richard Fan, Shibo Hao, Taylor W. Killian, Haonan Li, Suqi Sun, Hector Ren, Alexander Moreno, Daqian Zhang, Tianjun Zhong, Yuxin Xiong, Yuanzhe Hu, Yutao Xie, Xudong Han, Yuqi Wang, Varad Pimpalkhute, Yonghao Zhuang, Aaryamonvikram Singh, Xuezhi Liang, Anze Xie, Jianshu She, Desai Fan, Chengqian Gao, Liqun Ma, Mikhail Yurochkin, John Maggs, Xuezhe Ma, Guowei He, Zhiting Hu, Zhengzhong Liu, Eric P. Xing
2025 — conf
Reduction in End-of-life Care Anxiety in Family Caregivers of Individuals in Palliative Care: Results of a Pilot Exploratory Study Using a Canadian Virtual Reality Technology.
XR (3)
Alexander Moreno, Célia Rigoulat, Pénélope Pelletier, Eugénie Côté, Patrick O'Connor, Sandrine Galarneau, Megan DuBois, Céline Turk, Adriana Dieumen
2025 A* conf
The Price of Linear Time: Error Analysis of Structured Kernel Interpolation.
ICML
Alexander Moreno, Justin Xiao, Jonathan Mei
2025 J jnl
The Price of Linear Time: Error Analysis of Structured Kernel Interpolation.
CoRR
Alexander Moreno, Justin Xiao, Jonathan Mei
2024 J jnl
PyPulse: A Python Library for Biosignal Imputation.
CoRR
Kevin Gao, Maxwell A. Xu, James M. Rehg, Alexander Moreno
2024 A* conf
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning.
ICLR
Maxwell A. Xu, Alexander Moreno, Hui Wei, Benjamin M. Marlin, James Matthew Rehg
2024 A* conf
RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions.
NeurIPS
Easton K. Huch, Jieru Shi, Madeline R. Abbott, Jessica R. Golbus, Alexander Moreno, Walter H. Dempsey
2023 J jnl
Debiased Machine Learning and Network Cohesion for Doubly-Robust Differential Reward Models in Contextual Bandits.
CoRR
Easton K. Huch, Jieru Shi, Madeline R. Abbott, Jessica R. Golbus, Alexander Moreno, Walter H. Dempsey
2023 J jnl
KrADagrad: Kronecker Approximation-Domination Gradient Preconditioned Stochastic Optimization.
CoRR
Jonathan Mei, Alexander Moreno, Luke Walters
2023 A conf
KrADagrad: Kronecker approximation-domination gradient preconditioned stochastic optimization.
UAI
Jonathan Mei, Alexander Moreno, Luke Walters
2023 J jnl
Retrieval-Based Reconstruction For Time-series Contrastive Learning.
CoRR
Maxwell A. Xu, Alexander Moreno, Hui Wei, Benjamin M. Marlin, James M. Rehg
2023 J jnl
SKI to go Faster: Accelerating Toeplitz Neural Networks via Asymmetric Kernels.
CoRR
Alexander Moreno, Jonathan Mei, Luke Walters
2022 A* conf
Kernel Multimodal Continuous Attention.
NeurIPS
Alexander Moreno, Zhenke Wu, Supriya Nagesh, Walter H. Dempsey, James M. Rehg
2022 A* conf
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation.
NeurIPS
Maxwell A. Xu, Alexander Moreno, Supriya Nagesh, Varol Burak Aydemir, David W. Wetter, Santosh Kumar, James M. Rehg
2022 J jnl
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation.
CoRR
Maxwell A. Xu, Alexander Moreno, Supriya Nagesh, Varol Burak Aydemir, David W. Wetter, Santosh Kumar, James M. Rehg
2022 — —
Semi-Parametric Continuous-Time Models for Adverse Health Behaviors.
Alexander Moreno
2021 J jnl
Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling.
CoRR
Yu-Ying Liu, Alexander Moreno, Maxwell A. Xu, Shuang Li, Jena C. McDaniel, Nancy C. Brady, Agata Rozga, Fuxin Li, Le Song, James M. Rehg
2021 J jnl
Kernel Deformed Exponential Families for Sparse Continuous Attention.
CoRR
Alexander Moreno, Supriya Nagesh, Zhenke Wu, Walter H. Dempsey, James M. Rehg
2021 J jnl
Transformers for prompt-level EMA non-response prediction.
CoRR
Supriya Nagesh, Alexander Moreno, Stephanie Marita Carpenter, Jamie Yap, Soujanya Chatterjee, Steven Lloyd Lizotte, Neng Wan, Santosh Kumar, Cho Lam, David W. Wetter, Inbal Nahum-Shani, James M. Rehg
2020 J jnl
A Functional EM Algorithm for Panel Count Data with Missing Counts.
CoRR
Alexander Moreno, Zhenke Wu, Jamie Yap, David W. Wetter, Cho Lam, Inbal Nahum-Shani, Walter H. Dempsey, James M. Rehg
2020 A* conf
A Robust Functional EM Algorithm for Incomplete Panel Count Data.
NeurIPS
Alexander Moreno, Zhenke Wu, Jamie Yap, Cho Lam, David W. Wetter, Inbal Nahum-Shani, Walter H. Dempsey, James M. Rehg
2020 J jnl
SmokingOpp: Detecting the Smoking 'Opportunity' Context Using Mobile Sensors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Soujanya Chatterjee, Alexander Moreno, Steven Lloyd Lizotte, Sayma Akther, Emre Ertin, Christopher P. Fagundes, Cho Lam, James M. Rehg, Neng Wan, David W. Wetter, Santosh Kumar
2019 — conf
A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM.
MLHC
Supriya Nagesh, Alexander Moreno, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, James M. Rehg
2017 — ch.
Learning Continuous-Time Hidden Markov Models for Event Data.
Mobile Health - Sensors, Analytic Methods, and Applications
Yu-Ying Liu, Alexander Moreno, Shuang Li, Fuxin Li, Le Song, James M. Rehg
2017 J jnl
dispel4py.
Int. J. High Perform. Comput. Appl.
Rosa Filgueira, Amrey Krause, Malcolm P. Atkinson, Iraklis A. Klampanos, Alexander Moreno
2017 A* conf
iSurvive: An Interpretable, Event-time Prediction Model for mHealth.
ICML
Walter H. Dempsey, Alexander Moreno, Christy K. Scott, Michael L. Dennis, David H. Gustafson, Susan A. Murphy, James M. Rehg
2016 J jnl
Improving financial computation speed with full and subproblem memoization.
Concurr. Comput. Pract. Exp.
Alexander Moreno, Tucker Balch
2014 — conf
Speeding up large-scale financial recomputation with memoization.
WHPCF@SC
Alexander Moreno, Tucker Balch
2014 — conf
dispel4py: a Python framework for data-intensive scientific computing.
DISCS@SC
Rosa Filgueira, Iraklis A. Klampanos, Amrey Krause, Mário David, Alexander Moreno, Malcolm P. Atkinson