Andrew Engel

According to our database, Andrew Engel authored at least 11 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Understanding Generative AI Content with Embedding Models.

Max Vargas, Reilly Cannon, Andrew Engel, Anand D. Sarwate, Tony Chiang

CoRR, 2024

Preliminary Report on Mantis Shrimp: a Multi-Survey Computer Vision Photometric Redshift Model.

Andrew Engel, Gautham Narayan, Nell Byler

CoRR, 2024

Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models.

Andrew Engel, Zhichao Wang, Natalie Frank, Ioana Dumitriu, Sutanay Choudhury, Anand D. Sarwate, Tony Chiang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Efficient kernel surrogates for neural network-based regression.

Saad Qadeer, Andrew Engel, Adam Tsou, Max Vargas, Panos Stinis, Tony Chiang

CoRR, 2023

Foundation Model's Embedded Representations May Detect Distribution Shift.

Adam Tsou, Max Vargas, Andrew Engel, Tony Chiang

CoRR, 2023

Exploring Learned Representations of Neural Networks with Principal Component Analysis.

Amit Harlev, Andrew Engel, Panos Stinis, Tony Chiang

CoRR, 2023

Robust Explanations for Deep Neural Networks via Pseudo Neural Tangent Kernel Surrogate Models.

Andrew Engel, Zhichao Wang, Natalie S. Frank, Ioana Dumitriu, Sutanay Choudhury, Anand D. Sarwate, Tony Chiang

CoRR, 2023

Spectral Evolution and Invariance in Linear-width Neural Networks.

Zhichao Wang, Andrew Engel, Anand D. Sarwate, Ioana Dumitriu, Tony Chiang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

TorchNTK: A Library for Calculation of Neural Tangent Kernels of PyTorch Models.

Andrew Engel, Zhichao Wang, Anand D. Sarwate, Sutanay Choudhury, Tony Chiang

CoRR, 2022

2005

An Integer Support Vector Machine.

Maryanne Domm, Andrew Engel, Peguy Pierre-Louis, Jeff Goldberg

Proceedings of the 6th ACIS International Conference on Software Engineering, 2005

2004

A Game Theoretical Model of International Fishing with Time Delay.

Ferenc Szidarovszky, Andrew Engel, Carl Chiarella

IGTR, 2004