Alex Mallen

Koopman-theoretic Approach for Identification of Exogenous Anomalies in Nonstationary Time-series Data

C. Keller, J. Kutz, Alex Mallen, 2022, ArXiv.

When Not to Trust Language Models: Investigating Effectiveness and Limitations of Parametric and Non-Parametric Memories

R. Das, Hannaneh Hajishirzi, Daniel Khashabi, 2022, ArXiv.

Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties pdf

J. Nathan Kutz, Henning Lange, Alex Mallen, 2021, International Journal of Forecasting.

Koopman-inspired approach for identification of exogenous anomalies in nonstationary time-series data

C. Keller, J. Kutz, Alex Mallen, 2023, Machine Learning: Science and Technology.

When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories

R. Das, Hannaneh Hajishirzi, Daniel Khashabi, 2022, ACL.