Publications

@online{rudolerImprovingScalableOversight2026,
 author = {Rudoler, Joseph H. and Tan, Kevin and Tessler, Benedict and Kong, Timothy and Boix Adserà, Enric},
 date = {2026-09-28},
 doi = {10.48550/arXiv.2609.36049},
 eprint = {2609.36049},
 eprinttype = {arXiv},
 pubstate = {prepublished},
 title = {Improving Scalable Oversight with Co-Trained Monitors},
 url = {https://arxiv.org/abs/2609.36049}
}

@inproceedings{rudolerEstimatingImplicitRegularization2026,
 author = {Rudoler, Joseph H. and Tan, Kevin and Hooker, Giles and Kording, Konrad P.},
 booktitle = {{{NeurIPS}} 2026},
 date = {2026-05-06},
 doi = {10.48550/arXiv.2605.05436},
 eprint = {2605.05436},
 eprinttype = {arXiv},
 publisher = {arXiv},
 pubstate = {inpress},
 title = {Estimating {{Implicit Regularization}} in {{Deep Learning}}},
 url = {https://arxiv.org/abs/2605.05436}
}

@inproceedings{rudolerWeightSpaceGradient2026,
 author = {Rudoler, Joseph H. and Saxe, Andrew M. and Kording, Konrad},
 booktitle = {{{NeurIPS}} 2026 {{Workshop}} on {{Symmetry}} and {{Geometry}} in {{Neural Representations}} ({{NeurReps}}), {{Extended Abstract Track}}},
 date = {2026},
 pubstate = {inpress},
 title = {Weight Space Gradient Descent Induces Approximate Activity Descent, Making Learning Rules Testable}
}

@poster{rudolerWeDecodeBetter2025,
 author = {Rudoler, Joseph H.},
 date = {2025},
 eventtitle = {Cognitive {{Computational Neuroscience}}},
 namea = {DeHaan, Riley and Kording, Konrad P. and Dobriban, Edgar},
 nameatype = {collaborator},
 title = {Do We Decode Better than Chance? {{Efficient}} Hypothesis Testing for Neural Decoders},
 type = {Poster}
}

@article{rudolerDecodingEEGOptimizing2024,
 author = {Rudoler, Joseph H. and Bruska, James P. and Chang, Woohyeuk and Dougherty, Matthew R. and Katerman, Brandon S. and Halpern, David J. and Diamond, Nicholas B. and Kahana, Michael J.},
 date = {2024-10-01},
 doi = {10.1016/j.jneumeth.2024.110220},
 journaltitle = {Journal of Neuroscience Methods},
 pages = {110220},
 title = {Decoding {{EEG}} for Optimizing Naturalistic Memory},
 url = {https://www.sciencedirect.com/science/article/pii/S0165027024001651},
 volume = {410}
}

@article{kahanaPennElectrophysiologyEncoding2024,
 author = {Kahana, Michael J. and Lohnas, Lynn J. and Healey, M. Karl and Aka, Ada and Broitman, Adam W. and Crutchley, Patrick and Crutchley, Elizabeth and Alm, Kylie H. and Katerman, Brandon S. and Miller, Nicole E. and Kuhn, Joel R. and Li, Yuxuan and Long, Nicole M. and Miller, Jonathan and Paron, Madison D. and Pazdera, Jesse K. and Pedisich, Isaac and Rudoler, Joseph H. and Weidemann, Christoph T.},
 date = {2024},
 doi = {10.1037/xlm0001319},
 journaltitle = {Journal of Experimental Psychology: Learning, Memory, and Cognition},
 publisher = {American Psychological Association},
 title = {The {{Penn Electrophysiology}} of {{Encoding}} and {{Retrieval Study}}.},
 url = {https://doi.org/10.1037/xlm0001319}
}

@article{doughertyNeuralCorrelatesMemory2024,
 author = {Dougherty, Matthew R. and Chang, Woohyeuk and Rudoler, Joseph H. and Katerman, Brandon S. and Halpern, David J. and Bruska, James P. and Diamond, Nicholas B. and Kahana, Michael J.},
 date = {2024},
 doi = {10.1037/xlm0001341},
 journaltitle = {Journal of Experimental Psychology: Learning, Memory, and Cognition},
 title = {Neural Correlates of Memory in an Immersive Spatiotemporal Context},
 url = {https://doi.org/10.1037/xlm0001341}
}

@article{rudolerHippocampalThetaEpisodic2023,
 author = {Rudoler, Joseph H. and Herweg, Nora A. and Kahana, Michael J.},
 date = {2023-01-25},
 doi = {10.1523/JNEUROSCI.1045-22.2022},
 eprint = {36639900},
 eprinttype = {pubmed},
 journaltitle = {Journal of Neuroscience},
 number = {4},
 pages = {613--620},
 publisher = {Society for Neuroscience},
 title = {Hippocampal {{Theta}} and {{Episodic Memory}}},
 url = {https://doi.org/10.1523/JNEUROSCI.1045-22.2022},
 volume = {43}
}

@dataset{rudolerSpatialMemoryNoninvasive2023,
 author = {Rudoler, Joseph H. and Dougherty, Matthew R. and Katerman, Brandon S. and Bruska, James P. and Chang, Woohyeuk and Halpern, David J. and Diamond, Nicholas B. and Kahana, Michael J.},
 date = {2023},
 doi = {10.18112/openneuro.ds004706.v1.0.0},
 publisher = {OpenNeuro},
 title = {"{{Spatial}} Memory and Non-Invasive Closed-Loop Stimulus Timing"},
 url = {https://doi.org/10.18112/openneuro.ds004706.v1.0.0}
}

@dataset{kahanaPennElectrophysiologyEncoding2023,
 author = {Kahana, Michael J. and Rudoler, Joseph H. and Lohnas, Lynn J. and Healey, Karl and Aka, Ada and Broitman, Adam and Crutchley, Elizabeth and Crutchley, Patrick and Alm, Kylie H. and Katerman, Brandon S. and Miller, Nicole E. and Kuhn, Joel R. and Li, Yuxuan and Long, Nicole M. and Miller, Jonathan and Paron, Madison D. and Pazdera, Jesse K. and Pedisich, Isaac and Weidemann, Christoph T.},
 date = {2023},
 doi = {10.18112/openneuro.ds004395.v2.0.0},
 publisher = {OpenNeuro},
 title = {Penn {{Electrophysiology}} of {{Encoding}} and {{Retrieval Study}} ({{PEERS}})},
 url = {https://doi.org/10.18112/openneuro.ds004395.v2.0.0}
}

@poster{rudolerDecodingOptimizingEpisodic2022a,
 author = {Rudoler, Joseph H.},
 date = {2022-07-24},
 eventtitle = {{{MathPsych}}},
 namea = {Bruska, J. P. and Dougherty, M. R. and Chang, W. and Katerman, B. S. and Halpern, D. J. and Diamond, N. B. and Kahana, Michael J.},
 nameatype = {collaborator},
 title = {Decoding and Optimizing Episodic Memory},
 type = {Poster}
}

@poster{rudolerDecodingOptimizingEpisodic2022,
 author = {Rudoler, Joseph H.},
 date = {2022-04-24},
 eventtitle = {Cognitive {{Neuroscience Society}}},
 namea = {Bruska, J. P. and Dougherty, M. R. and Chang, W. and Katerman, B. S. and Halpern, D. J. and Diamond, N. B. and Kahana, Michael J.},
 nameatype = {collaborator},
 title = {Decoding and Optimizing Episodic Memory},
 type = {Poster}
}

@poster{rudolerOcillatoryFractalBiomarkers2022,
 author = {Rudoler, Joseph H.},
 date = {2022-03-17},
 eventtitle = {Computational and {{Systems Neuroscience}} ({{COSYNE}})},
 namea = {Herweg, Nora A. and Kahana, Michael J.},
 nameatype = {collaborator},
 title = {Oscillatory and Fractal Biomarkers of Human Memory},
 type = {Poster}
}