Alex Lewandowski

According to our database, Alex Lewandowski authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Learning to Forget: Continual Learning with Adaptive Weight Decay.

Aditya A. Ramesh, Alex Lewandowski, Jürgen Schmidhuber

CoRR, April, 2026

Universal computation is intrinsic to language model decoding.

Alex Lewandowski, Marlos C. Machado, Dale Schuurmans

CoRR, January, 2026

2025

The World Is Bigger! A Computationally-Embedded Perspective on the Big World Hypothesis.

Alex Lewandowski, Adtiya A. Ramesh, Edan Meyer, Dale Schuurmans, Marlos C. Machado

CoRR, December, 2025

Balancing Expressivity and Robustness: Constrained Rational Activations for Reinforcement Learning.

Rafal Surdej, Michal Bortkiewicz, Alex Lewandowski, Mateusz Ostaszewski, Clare Lyle

CoRR, July, 2025

Plastic Learning with Deep Fourier Features.

Alex Lewandowski, Dale Schuurmans, Marlos C. Machado

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Learning Continually by Spectral Regularization.

Alex Lewandowski, Michal Bortkiewicz, Saurabh Kumar, András György, Dale Schuurmans, Mateusz Ostaszewski, Marlos C. Machado

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

The Need for a Big World Simulator: A Scientific Challenge for Continual Learning.

Saurabh Kumar, Hong Jun Jeon, Alex Lewandowski, Benjamin Van Roy

CoRR, 2024

Learning Continually by Spectral Regularization.

Alex Lewandowski, Saurabh Kumar, Dale Schuurmans, András György, Marlos C. Machado

CoRR, 2024

2023

Reinforcement Teaching.

Calarina Muslimani, Alex Lewandowski, Dale Schuurmans, Matthew E. Taylor, Jun Luo

Trans. Mach. Learn. Res., 2023

Curvature Explains Loss of Plasticity.

Alex Lewandowski, Haruto Tanaka, Dale Schuurmans, Marlos C. Machado

CoRR, 2023

Opera Dynamic Surface Water Extents for Harmonized Landsat Sentinel-2 (DSWX-HLS) Validation Activities.

Nicholas Arena, M. Grace Bato, David Bekaert, Matthew Bonnema, Steven Chan, Bruce Chapman, John W. Jones, Alexander L. Handwerger, Alex Lewandowski, Charlie Marshak, Simran Sangha, Karthik Venkataramani

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2021

Monitoring Weather-Related Hazards Using the HydroSAR Service: Application to the 2020 South Asia Monsoon Season.

Franz J. Meyer, Lori Schultz, Jordan R. Bell, Andrew L. Molthan, Batuhan Osmanoglu, Min-Jeong Jo, Eric Lundell, Bruce D. Chapman, Brooke Kubby, Thomas J. Meyer, Alex Lewandowski

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

ZORB: A Derivative-Free Backpropagation Algorithm for Neural Networks.

Varun Ranganathan, Alex Lewandowski

CoRR, 2020