Dan Moldovan

18 papers A* 2A 1B 2Misc 2Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Volt-PF Control Mode for Distribution Feeder Voltage Management Under High Penetration of Distributed Energy Resources.
IEEE Access
Madhura Sondharangalla, Dan Moldovan, Raja Ayyanar
2024 J jnl
Volt-PF Control Mode for Distribution Feeder Voltage Management Under High Penetration of Distributed Energy Resources.
CoRR
Madhura Sondharangalla, Dan Moldovan, Raja Ayyanar
2023 J jnl
Identifying Exoplanets with Deep Learning. V. Improved Light Curve Classification for TESS Full Frame Image Observations.
CoRR
Evan Tey, Dan Moldovan, Michelle Kunimoto, Chelsea X. Huang, Avi Shporer, Tansu Daylan, Daniel Muthukrishna, Andrew Vanderburg, Anne Dattilo, George R. Ricker, S. Seager
2022 A conf
Causally motivated shortcut removal using auxiliary labels.
AISTATS
Maggie Makar, Ben Packer, Dan Moldovan, Davis W. Blalock, Yoni Halpern, Alexander D'Amour
2022 J jnl
Underspecification Presents Challenges for Credibility in Modern Machine Learning.
J. Mach. Learn. Res.
Alexander D'Amour, Katherine A. Heller, Dan Moldovan, Ben Adlam, Babak Alipanahi, Alex Beutel, Christina Chen, Jonathan Deaton, Jacob Eisenstein, Matthew D. Hoffman, Farhad Hormozdiari, Neil Houlsby, Shaobo Hou, Ghassen Jerfel, Alan Karthikesalingam, Mario Lucic, Yi-An Ma, Cory Y. McLean, Diana Mincu, Akinori Mitani, Andrea Montanari, Zachary Nado, Vivek Natarajan, Christopher Nielson, Thomas F. Osborne, Rajiv Raman, Kim Ramasamy, Rory Sayres, Jessica Schrouff, Martin Seneviratne, Shannon Sequeira, Harini Suresh, Victor Veitch, Max Vladymyrov, Xuezhi Wang, Kellie Webster, Steve Yadlowsky, Taedong Yun, Xiaohua Zhai, D. Sculley
2021 J jnl
Causally-motivated Shortcut Removal Using Auxiliary Labels.
CoRR
Maggie Makar, Ben Packer, Dan Moldovan, Davis W. Blalock, Yoni Halpern, Alexander D'Amour
2021 A* conf
On Robustness and Transferability of Convolutional Neural Networks.
CVPR
Josip Djolonga, Jessica Yung, Michael Tschannen, Rob Romijnders, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Matthias Minderer, Alexander D'Amour, Dan Moldovan, Sylvain Gelly, Neil Houlsby, Xiaohua Zhai, Mario Lucic
2020 B conf
Affect inTweets: A Transfer Learning Approach.
LREC
Linrui Zhang, Hsin-Lun Huang, Yang Yu, Dan Moldovan
2020 J jnl
On Robustness and Transferability of Convolutional Neural Networks.
CoRR
Josip Djolonga, Jessica Yung, Michael Tschannen, Rob Romijnders, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Matthias Minderer, Alexander D'Amour, Dan Moldovan, Sylvain Gelly, Neil Houlsby, Xiaohua Zhai, Mario Lucic
2020 J jnl
Underspecification Presents Challenges for Credibility in Modern Machine Learning.
CoRR
Alexander D'Amour, Katherine A. Heller, Dan Moldovan, Ben Adlam, Babak Alipanahi, Alex Beutel, Christina Chen, Jonathan Deaton, Jacob Eisenstein, Matthew D. Hoffman, Farhad Hormozdiari, Neil Houlsby, Shaobo Hou, Ghassen Jerfel, Alan Karthikesalingam, Mario Lucic, Yi-An Ma, Cory Y. McLean, Diana Mincu, Akinori Mitani, Andrea Montanari, Zachary Nado, Vivek Natarajan, Christopher Nielson, Thomas F. Osborne, Rajiv Raman, Kim Ramasamy, Rory Sayres, Jessica Schrouff, Martin Seneviratne, Shannon Sequeira, Harini Suresh, Victor Veitch, Max Vladymyrov, Xuezhi Wang, Kellie Webster, Steve Yadlowsky, Taedong Yun, Xiaohua Zhai, D. Sculley
2019 — conf
AutoGraph: Imperative-style Coding with Graph-based Performance.
SysML
Dan Moldovan, James M. Decker, Fei Wang, Andrew A. Johnson, Brian K. Lee, Zachary Nado, D. Sculley, Tiark Rompf, Alexander B. Wiltschko
2019 Misc conf
Classification of Semantic Relations between Pairs of Nominals Using Transfer Learning.
FLAIRS
Linrui Zhang, Dan Moldovan
2018 J jnl
AutoGraph: Imperative-style Coding with Graph-based Performance.
CoRR
Dan Moldovan, James M. Decker, Fei Wang, Andrew A. Johnson, Brian K. Lee, Zachary Nado, D. Sculley, Tiark Rompf, Alexander B. Wiltschko
2018 B conf
Chinese Relation Classification using Long Short Term Memory Networks.
LREC
Linrui Zhang, Dan Moldovan
2018 Misc conf
Chinese Relation Classification via Convolutional Neural Networks.
FLAIRS
Linrui Zhang, Dan Moldovan
2018 A* conf
Tangent: Automatic differentiation using source-code transformation for dynamically typed array programming.
NeurIPS
Bart van Merrienboer, Dan Moldovan, Alexander B. Wiltschko
2018 J jnl
Tangent: Automatic differentiation using source-code transformation for dynamically typed array programming.
CoRR
Bart van Merriënboer, Dan Moldovan, Alexander B. Wiltschko
2017 J jnl
Tangent: Automatic Differentiation Using Source Code Transformation in Python.
CoRR
Bart van Merriënboer, Alexander B. Wiltschko, Dan Moldovan