Alexander Moreno

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 19

Top Topics

Stochastic Optimization

Disease Progression

Top Venues

Publications

Maxwell A. Xu, Alexander Moreno, Hui Wei, Benjamin M. Marlin, James Matthew Rehg
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning. ICLR (2024)
Maxwell A. Xu, Alexander Moreno, Hui Wei, Benjamin M. Marlin, James M. Rehg
Retrieval-Based Reconstruction For Time-series Contrastive Learning. CoRR (2023)
Jonathan Mei, Alexander Moreno, Luke Walters
KrADagrad: Kronecker approximation-domination gradient preconditioned stochastic optimization. UAI (2023)
Jonathan Mei, Alexander Moreno, Luke Walters
KrADagrad: Kronecker Approximation-Domination Gradient Preconditioned Stochastic Optimization. CoRR (2023)
Easton K. Huch, Jieru Shi, Madeline R. Abbott, Jessica R. Golbus, Alexander Moreno, Walter H. Dempsey
Debiased Machine Learning and Network Cohesion for Doubly-Robust Differential Reward Models in Contextual Bandits. CoRR (2023)
Alexander Moreno, Jonathan Mei, Luke Walters
SKI to go Faster: Accelerating Toeplitz Neural Networks via Asymmetric Kernels. CoRR (2023)
Maxwell A. Xu, Alexander Moreno, Supriya Nagesh, Varol Burak Aydemir, David W. Wetter, Santosh Kumar, James M. Rehg
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation. CoRR (2022)
Maxwell A. Xu, Alexander Moreno, Supriya Nagesh, Varol Burak Aydemir, David W. Wetter, Santosh Kumar, James M. Rehg
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation. NeurIPS (2022)
Alexander Moreno, Zhenke Wu, Supriya Nagesh, Walter H. Dempsey, James M. Rehg
Kernel Multimodal Continuous Attention. NeurIPS (2022)
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
Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling. CoRR (2021)
Supriya Nagesh, Alexander Moreno, Stephanie M. Carpenter, Jamie Yap, Soujanya Chatterjee, Steven Lloyd Lizotte, Neng Wan, Santosh Kumar, Cho Lam, David W. Wetter, Inbal Nahum-Shani, James M. Rehg
Transformers for prompt-level EMA non-response prediction. CoRR (2021)
Alexander Moreno, Supriya Nagesh, Zhenke Wu, Walter H. Dempsey, James M. Rehg
Kernel Deformed Exponential Families for Sparse Continuous Attention. CoRR (2021)
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
SmokingOpp: Detecting the Smoking 'Opportunity' Context Using Mobile Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Alexander Moreno, Zhenke Wu, Jamie Yap, Cho Lam, David W. Wetter, Inbal Nahum-Shani, Walter H. Dempsey, James M. Rehg
A Robust Functional EM Algorithm for Incomplete Panel Count Data. NeurIPS (2020)
Alexander Moreno, Zhenke Wu, Jamie Yap, David W. Wetter, Cho Lam, Inbal Nahum-Shani, Walter H. Dempsey, James M. Rehg
A Functional EM Algorithm for Panel Count Data with Missing Counts. CoRR (2020)
Supriya Nagesh, Alexander Moreno, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, James M. Rehg
A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM. MLHC (2019)
Walter H. Dempsey, Alexander Moreno, Christy K. Scott, Michael L. Dennis, David H. Gustafson, Susan A. Murphy, James M. Rehg
iSurvive: An Interpretable, Event-time Prediction Model for mHealth. ICML (2017)
Rosa Filgueira, Amrey Krause, Malcolm P. Atkinson, Iraklis A. Klampanos, Alexander Moreno
dispel4py. Int. J. High Perform. Comput. Appl. 31 (4) (2017)
Alexander Moreno, Tucker Balch
Improving financial computation speed with full and subproblem memoization. Concurr. Comput. Pract. Exp. 28 (3) (2016)
Rosa Filgueira, Iraklis A. Klampanos, Amrey Krause, Mário David, Alexander Moreno, Malcolm P. Atkinson
dispel4py: a Python framework for data-intensive scientific computing. DISCS@SC (2014)
Alexander Moreno, Tucker Balch
Speeding up large-scale financial recomputation with memoization. WHPCF@SC (2014)