Justin Gilmer

According to our database1, Justin Gilmer authored at least 21 papers between 2013 and 2018.

Collaborative distances:
  • Dijkstra number2 of three.
  • Erdős number3 of two.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter Values.
CoRR, 2018

Sanity Checks for Saliency Maps.
CoRR, 2018

Motivating the Rules of the Game for Adversarial Example Research.
CoRR, 2018

Relational inductive biases, deep learning, and graph networks.
CoRR, 2018

Adversarial Spheres.
CoRR, 2018

Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV).
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
A Communication Game Related to the Sensitivity Conjecture.
Theory of Computing, 2017

Adversarial Patch.
CoRR, 2017

SVCCA: Singular Vector Canonical Correlation Analysis for Deep Understanding and Improvement.
CoRR, 2017

Neural Message Passing for Quantum Chemistry.
CoRR, 2017

SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Neural Message Passing for Quantum Chemistry.
Proceedings of the 34th International Conference on Machine Learning, 2017

Input Switched Affine Networks: An RNN Architecture Designed for Interpretability.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
A local central limit theorem for triangles in a random graph.
Random Struct. Algorithms, 2016

Deep Information Propagation.
CoRR, 2016

Intelligible Language Modeling with Input Switched Affine Networks.
CoRR, 2016

Composition limits and separating examples for some boolean function complexity measures.
Combinatorica, 2016

2015
A communication game related to the sensitivity conjecture.
CoRR, 2015

A New Approach to the Sensitivity Conjecture.
Proceedings of the 2015 Conference on Innovations in Theoretical Computer Science, 2015

2013
Composition limits and separating examples for some Boolean function complexity measures.
CoRR, 2013

Composition Limits and Separating Examples for Some Boolean Function Complexity Measures.
Proceedings of the 28th Conference on Computational Complexity, 2013


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