Alexander B. Wiltschko

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 10

Top Topics

Plagiarism Detection

Peer Review Process

Execution Traces

Top Venues

ICLR (Workshop)

Publications

Benjamín Sánchez-Lengeling, Jennifer N. Wei, Brian K. Lee, Emily Reif, Peter Wang, Wesley Wei Qian, Kevin McCloskey, Lucy J. Colwell, Alexander B. Wiltschko
Evaluating Attribution for Graph Neural Networks. NeurIPS (2020)
Benjamín Sánchez-Lengeling, Jennifer N. Wei, Brian K. Lee, Richard C. Gerkin, Alán Aspuru-Guzik, Alexander B. Wiltschko
Machine Learning for Scent: Learning Generalizable Perceptual Representations of Small Molecules. CoRR (2019)
D. Sculley, Jasper Snoek, Alexander B. Wiltschko
Avoiding a Tragedy of the Commons in the Peer Review Process. CoRR (2019)
Dan Moldovan, James M. Decker, Fei Wang, Andrew A. Johnson, Brian K. Lee, Zachary Nado, D. Sculley, Tiark Rompf, Alexander B. Wiltschko
AutoGraph: Imperative-style Coding with Graph-based Performance. MLSys (2019)
Bart van Merriënboer, Dan Moldovan, Alexander B. Wiltschko
Tangent: Automatic differentiation using source-code transformation for dynamically typed array programming. CoRR (2018)
Dan Moldovan, James M. Decker, Fei Wang, Andrew A. Johnson, Brian K. Lee, Zachary Nado, D. Sculley, Tiark Rompf, Alexander B. Wiltschko
AutoGraph: Imperative-style Coding with Graph-based Performance. CoRR (2018)
D. Sculley, Jasper Snoek, Alexander B. Wiltschko, Ali Rahimi
Winner's Curse? On Pace, Progress, and Empirical Rigor. ICLR (Workshop) (2018)
Bart van Merrienboer, Dan Moldovan, Alexander B. Wiltschko
Tangent: Automatic differentiation using source-code transformation for dynamically typed array programming. NeurIPS (2018)
Bart van Merriënboer, Alexander B. Wiltschko, Dan Moldovan
Tangent: Automatic Differentiation Using Source Code Transformation in Python. CoRR (2017)
Matthew J. Johnson, David Duvenaud, Alexander B. Wiltschko, Ryan P. Adams, Sandeep R. Datta
Composing graphical models with neural networks for structured representations and fast inference. NIPS (2016)