ZORB: A Derivative-Free Backpropagation Algorithm for Neural Networks. - Varun Ranganathan; Alex Lewandowski (CoRR, 2020)

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 Meyer; Alex Lewandowski (IGARSS, 2021)

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 001; Bruce Chapman; John W. Jones; Alexander L. Handwerger; Alex Lewandowski; Charlie Marshak; Simran Sangha; Karthik Venkataramani (IGARSS, 2023)

Curvature Explains Loss of Plasticity. - Alex Lewandowski; Haruto Tanaka; Dale Schuurmans; Marlos C. Machado (CoRR, 2023)

Reinforcement Teaching. - Calarina Muslimani; Alex Lewandowski; Dale Schuurmans; Matthew E. Taylor; Jun Luo 009 (Trans. Mach. Learn. Res., 2023)

Learning Continually by Spectral Regularization. - Alex Lewandowski; Saurabh Kumar 004; Dale Schuurmans; András György 001; Marlos C. Machado (CoRR, 2024)

The Need for a Big World Simulator: A Scientific Challenge for Continual Learning. - Saurabh Kumar 004; Hong Jun Jeon; Alex Lewandowski; Benjamin Van Roy (CoRR, 2024)

Learning Continually by Spectral Regularization. - Alex Lewandowski; Michal Bortkiewicz; Saurabh Kumar 004; András György 001; Dale Schuurmans; Mateusz Ostaszewski; Marlos C. Machado (ICLR, 2025)

Plastic Learning with Deep Fourier Features. - Alex Lewandowski; Dale Schuurmans; Marlos C. Machado (ICLR, 2025)

Balancing Expressivity and Robustness: Constrained Rational Activations for Reinforcement Learning. - Rafal Surdej; Michal Bortkiewicz; Alex Lewandowski; Mateusz Ostaszewski; Clare Lyle (CoRR, 2025)