Alexander B. Wiltschko

发表

Winner's Curse? On Pace, Progress, and Empirical Rigor

D. Sculley, Jasper Snoek, Ali Rahimi, 2018, ICLR.

AutoGraph: Imperative-style Coding with Graph-based Performance pdf

Fei Wang, D. Sculley, Tiark Rompf, 2018, SysML.

Tangent: Automatic differentiation using source-code transformation for dynamically typed array programming

Dan Moldovan, Alexander B. Wiltschko, Bart van Merrienboer, 2018, NeurIPS.

Avoiding a Tragedy of the Commons in the Peer Review Process pdf

D. Sculley, Jasper Snoek, Alexander B. Wiltschko, 2018, ArXiv.

Machine Learning for Scent: Learning Generalizable Perceptual Representations of Small Molecules pdf

Richard C. Gerkin, Alexander B. Wiltschko, Al'an Aspuru-Guzik, 2019, ArXiv.

Composing graphical models with neural networks for structured representations and fast inference

Ryan P. Adams, Matthew J. Johnson, David Duvenaud, 2016, NIPS.

AutoGraph: Imperative-style Coding with Graph-based Performance

D. Sculley, Fei Wang, Tiark Rompf, 2018, MLSys.

Tangent: Automatic Differentiation Using Source Code Transformation in Python pdf

Dan Moldovan, Alexander B. Wiltschko, Bart van Merrienboer, 2017, ArXiv.

Structured VAEs: Composing Probabilistic Graphical Models and Variational Autoencoders

Ryan P. Adams, Matthew J. Johnson, David Duvenaud, 2016 .

Evaluating Attribution for Graph Neural Networks

Lucy J. Colwell, Emily Reif, Alexander B. Wiltschko, 2020, NeurIPS.

Mapping Sub-Second Structure in Mouse Behavior

Ryan P. Adams, Matthew J. Johnson, Alexander B. Wiltschko, 2015, Neuron.

The Chemistry of Smell: Learning Generalizable Perceptual Representations of Small Molecules

Alexander B. Wiltschko, Brian K. Lee, Jennifer N. Wei, 2019 .

Opposite Effects of Stimulant and Antipsychotic Drugs on Striatal Fast-Spiking Interneurons

Alexander B. Wiltschko, Joshua D Berke, J. Berke, 2010, Neuropsychopharmacology.

Selective Activation of Striatal Fast-Spiking Interneurons during Choice Execution

Alexander B. Wiltschko, Gregory J. Gage, Joshua D. Berke, 2010, Neuron.

Machine Learning Approaches in Cardiovascular Imaging

Pavel V Hushcha, Alexander B. Wiltschko, Jasper Snoek, 2017, Circulation. Cardiovascular imaging.

Snek: Overloading Python Semantics via Virtualization

Alexander B. Wiltschko, Grégory M. Essertel, D. Moldovan, 2019 .

The 800 Pound Python in the Machine Learning Room

Tiark Rompf, Fei Wang, Dan Moldovan, 2018 .

Metabolic activity organizes olfactory representations

Alexander B. Wiltschko, Wesley Wei Qian, Brian K. Lee, 2022, bioRxiv.

Metabolic activity organizes olfactory representations

Alexander B. Wiltschko, Wesley Wei Qian, Brian K. Lee, 2022, bioRxiv.

A deep learning and digital archaeology approach for mosquito repellent discovery

Alexander B. Wiltschko, Wesley Wei Qian, Brian K. Lee, 2022, bioRxiv.

A deep learning and digital archaeology approach for mosquito repellent discovery

Alexander B. Wiltschko, Wesley Wei Qian, Brian K. Lee, 2022, bioRxiv.

A Principal Odor Map Unifies Diverse Tasks in Human Olfactory Perception

Alexander B. Wiltschko, Wesley Wei Qian, Brian K. Lee, 2022, bioRxiv.

Automated preclinical detection of mechanical pain hypersensitivity and analgesia

Alexander B. Wiltschko, David P. Roberson, James P. Bohnslav, 2022, Pain.

A Principal Odor Map Unifies Diverse Tasks in Human Olfactory Perception

Alexander B. Wiltschko, Wesley Wei Qian, Brian K. Lee, 2022, bioRxiv.

A deep learning and digital archaeology approach for mosquito repellent discovery

Alexander B. Wiltschko, Wesley Wei Qian, Brian K. Lee, 2024, bioRxiv.

Revealing the structure of pharmacobehavioral space through Motion Sequencing

Matthew J. Johnson, Tatsuya Tsukahara, Alexander B. Wiltschko, 2020, Nature Neuroscience.

Diagnosis of iron deficiency anemia using density-based fractionation of red blood cells.

Alexander B. Wiltschko, G. Whitesides, C. Brugnara, 2016, Lab on a chip.

Rate of Change of Premeal Glucose Measured by Continuous Glucose Monitoring Predicts Postmeal Glycemic Excursions in Patients With Type 1 Diabetes: Implications for Therapy

Alexander B. Wiltschko, David M Nathan, Amit R Majithia, 2018, Journal of diabetes science and technology.

A Gentle Introduction to Graph Neural Networks

Emily Reif, Alexander B. Wiltschko, Benjamin Sanchez-Lengeling, 2021, Distill.

Metabolic activity organizes olfactory representations

Alexander B. Wiltschko, Wesley Wei Qian, Brian K. Lee, 2022, bioRxiv.

Wavelet filtering before spike detection preserves waveform shape and enhances single-unit discrimination

Alexander B. Wiltschko, Gregory J. Gage, Alexander B. Wiltschko, 2008, Journal of Neuroscience Methods.

A principal odor map unifies diverse tasks in olfactory perception

Alexander B. Wiltschko, Wesley Wei Qian, Brian K. Lee, 2023, Science.