David Gifford

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 6

Top Topics

Pruning Algorithms

Fundamental Limits

Image Classification

Pruning Methods

Top Venues

Publications

Zheng Dai, David Gifford
Fundamental limits on the robustness of image classifiers. ICLR (2023)
Lucas Liebenwein, Cenk Baykal, Brandon Carter, David Gifford, Daniela Rus
Lost in Pruning: The Effects of Pruning Neural Networks beyond Test Accuracy. MLSys (2021)
Brandon Carter, Siddhartha Jain, Jonas Mueller, David Gifford
Overinterpretation reveals image classification model pathologies. NeurIPS (2021)
Lucas Liebenwein, Cenk Baykal, Brandon Carter, David Gifford, Daniela Rus
Lost in Pruning: The Effects of Pruning Neural Networks beyond Test Accuracy. CoRR (2021)
Siddhartha Jain, Ge Liu, Jonas Mueller, David Gifford
Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles. AAAI (2020)
Ziheng Wang, Grace H. T. Yeo, Richard Sherwood, David Gifford
Disentangled Representations of Cellular Identity. RECOMB (2019)
Christopher Reeder, David Gifford
High Resolution Modeling of Chromatin Interactions. RECOMB (2013)