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PCA-Enhanced Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes.

, , , , , , and . Canadian AI, Canadian Artificial Intelligence Association, (2023)

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Subwavelength Silicon Photonic Metamaterial Waveguide Devices., , , , , , , , , and 17 other author(s). ECOC, page 1-3. IEEE, (2018)Mixed Observability Predictive State Representations., , and . AAAI, page 746-752. AAAI Press, (2013)Compressed Least-Squares Regression on Sparse Spaces., , , and . AAAI, page 1054-1060. AAAI Press, (2012)Bellman Error Based Feature Generation using Random Projections on Sparse Spaces, , , , and . CoRR, (2012)PCA-Enhanced Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes., , , , , , and . Canadian AI, Canadian Artificial Intelligence Association, (2023)Optimizing Energy Production Using Policy Search and Predictive State Representations., , and . NIPS, page 2969-2977. (2014)Bellman Error Based Feature Generation using Random Projections on Sparse Spaces., , , , and . NIPS, page 3030-3038. (2013)Goal-Directed Online Learning of Predictive Models., , and . EWRL, volume 7188 of Lecture Notes in Computer Science, page 18-29. Springer, (2011)Average Reward Optimization Objective In Partially Observable Domains., and . ICML (1), volume 28 of JMLR Workshop and Conference Proceedings, page 320-328. JMLR.org, (2013)On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems., and . AISTATS, volume 22 of JMLR Proceedings, page 449-457. JMLR.org, (2012)