| Mapping sub-second structure in mouse behavior AB Wiltschko, MJ Johnson, G Iurilli, RE Peterson, JM Katon, ... Neuron 88 (6), 1121-1135, 2015 | 766 | 2015 |
| Composing graphical models with neural networks for structured representations and fast inference MJ Johnson, DK Duvenaud, A Wiltschko, RP Adams, SR Datta Advances in neural information processing systems 29, 2016 | 569 | 2016 |
| Selective activation of striatal fast-spiking interneurons during choice execution GJ Gage, CR Stoetzner, AB Wiltschko, JD Berke Neuron 67 (3), 466-479, 2010 | 297 | 2010 |
| A gentle introduction to graph neural networks B Sanchez-Lengeling, E Reif, A Pearce, AB Wiltschko Distill 6 (9), e33, 2021 | 286 | 2021 |
| Revealing the structure of pharmacobehavioral space through motion sequencing AB Wiltschko, T Tsukahara, A Zeine, R Anyoha, WF Gillis, JE Markowitz, ... Nature neuroscience 23 (11), 1433-1443, 2020 | 226 | 2020 |
| Winner's curse? On pace, progress, and empirical rigor D Sculley, J Snoek, A Wiltschko, A Rahimi | 193 | 2018 |
| Evaluating attribution for graph neural networks B Sanchez-Lengeling, J Wei, B Lee, E Reif, P Wang, W Qian, ... Advances in neural information processing systems 33, 5898-5910, 2020 | 148 | 2020 |
| Machine learning approaches in cardiovascular imaging M Henglin, G Stein, PV Hushcha, J Snoek, AB Wiltschko, S Cheng Circulation: Cardiovascular Imaging 10 (10), e005614, 2017 | 143 | 2017 |
| Machine learning for scent: Learning generalizable perceptual representations of small molecules B Sanchez-Lengeling, JN Wei, BK Lee, RC Gerkin, A Aspuru-Guzik, ... arXiv preprint arXiv:1910.10685, 2019 | 138 | 2019 |
| Wavelet filtering before spike detection preserves waveform shape and enhances single-unit discrimination AB Wiltschko, GJ Gage, JD Berke Journal of neuroscience methods 173 (1), 34-40, 2008 | 118 | 2008 |
| A principal odor map unifies diverse tasks in olfactory perception BK Lee, EJ Mayhew, B Sanchez-Lengeling, JN Wei, WW Qian, KA Little, ... Science 381 (6661), 999-1006, 2023 | 93 | 2023 |
| Opposite effects of stimulant and antipsychotic drugs on striatal fast-spiking interneurons AB Wiltschko, JR Pettibone, JD Berke Neuropsychopharmacology 35 (6), 1261-1270, 2010 | 82 | 2010 |
| System and method for automatically discovering, characterizing, classifying and semi-automatically labeling animal behavior and quantitative phenotyping of behaviors in animals SR Datta, AB Wiltschko US Patent 9,317,743, 2016 | 73 | 2016 |
| Tangent: Automatic differentiation using source-code transformation for dynamically typed array programming B van Merriënboer, D Moldovan, A Wiltschko Advances in Neural Information Processing Systems 31, 2018 | 55 | 2018 |
| Bayesian optimization techniques and applications K Swersky, RJ Snoek, RP Adams, AB Wiltschko US Patent App. 15/933,361, 2018 | 54 | 2018 |
| AG: Imperative-style Coding with Graph-based Performance D Moldovan, J Decker, F Wang, A Johnson, B Lee, Z Nado, D Sculley, ... Proceedings of Machine Learning and Systems 1, 389-405, 2019 | 52 | 2019 |
| Structured VAEs: Composing probabilistic graphical models and variational autoencoders MJ Johnson, D Duvenaud, AB Wiltschko, SR Datta, RP Adams arXiv preprint arXiv:1603.06277 2, 2016, 2016 | 46 | 2016 |
| Winner’s curse D Sculley, J Snoek, A Wiltschko, A Rahimi On pace, progress, and empirical rigor 1, 1285-1298, 2018 | 39 | 2018 |
| A gentle introduction to graph neural networks. Distill, 2021 B Sanchez-Lengeling, E Reif, A Pearce, AB Wiltschko URL: https://distill. pub/2021/gnn-intro. doi 10, 23915, 2023 | 37 | 2023 |
| Automated preclinical detection of mechanical pain hypersensitivity and analgesia Z Zhang, DP Roberson, M Kotoda, B Boivin, JP Bohnslav, ... Pain 163 (12), 2326-2336, 2022 | 32 | 2022 |
