Maxwell A. Xu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Data Imputation

Cross Sectional

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)
Hui Wei, Maxwell A. Xu, Colin Samplawski, James M. Rehg, Santosh Kumar, Benjamin M. Marlin
Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation. CoRR (2024)
Maxwell A. Xu, Alexander Moreno, Hui Wei, Benjamin M. Marlin, James M. Rehg
Retrieval-Based Reconstruction For Time-series Contrastive Learning. 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)
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)