Moreno, Alexander

9 publications

ICML 2025 The Price of Linear Time: Error Analysis of Structured Kernel Interpolation Alexander Moreno, Justin Xiao, Jonathan Mei

ICLR 2024 REBAR: Retrieval-Based Reconstruction for Time-Series Contrastive Learning Maxwell Xu, Alexander Moreno, Hui Wei, Benjamin Marlin, James Matthew Rehg

NeurIPS 2024 RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions Easton Huch, Jieru Shi, Madeline R. Abbott, Jessica R. Golbus, Alexander Moreno, Walter H. Dempsey

UAI 2023 KrADagrad: Kronecker Approximation-Domination Gradient Preconditioned Stochastic Optimization Jonathan Mei, Alexander Moreno, Luke Walters

NeurIPS 2022 Kernel Multimodal Continuous Attention Alexander Moreno, Zhenke Wu, Supriya Nagesh, Walter Dempsey, James M. Rehg

NeurIPS 2022 PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation Maxwell Xu, Alexander Moreno, Supriya Nagesh, Varol Aydemir, David Wetter, Santosh Kumar, James M. Rehg

NeurIPS 2020 A Robust Functional EM Algorithm for Incomplete Panel Count Data Alexander Moreno, Zhenke Wu, Jamie Roslyn Yap, Cho Lam, David Wetter, Inbal Nahum-Shani, Walter Dempsey, James M. Rehg

MLHC 2019 A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM Supriya Nagesh, Alexander Moreno, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Shuman, James M. Rehg

ICML 2017 iSurvive: An Interpretable, Event-Time Prediction Model for mHealth Walter H. Dempsey, Alexander Moreno, Christy K. Scott, Michael L. Dennis, David H. Gustafson, Susan A. Murphy, James M. Rehg