Andrew Engel

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 9

Top Topics

Principal Component Analysis

Training Procedure

Top Venues

Publications

Andrew Engel, Zhichao Wang, Natalie Frank, Ioana Dumitriu, Sutanay Choudhury, Anand D. Sarwate, Tony Chiang
Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models. ICLR (2024)
Andrew Engel, Gautham Narayan, Nell Byler
Preliminary Report on Mantis Shrimp: a Multi-Survey Computer Vision Photometric Redshift Model. CoRR (2024)
Amit Harlev, Andrew Engel, Panos Stinis, Tony Chiang
Exploring Learned Representations of Neural Networks with Principal Component Analysis. CoRR (2023)
Saad Qadeer, Andrew Engel, Adam Tsou, Max Vargas, Panos Stinis, Tony Chiang
Efficient kernel surrogates for neural network-based regression. CoRR (2023)
Adam Tsou, Max Vargas, Andrew Engel, Tony Chiang
Foundation Model's Embedded Representations May Detect Distribution Shift. CoRR (2023)
Andrew Engel, Zhichao Wang, Natalie S. Frank, Ioana Dumitriu, Sutanay Choudhury, Anand D. Sarwate, Tony Chiang
Robust Explanations for Deep Neural Networks via Pseudo Neural Tangent Kernel Surrogate Models. CoRR (2023)
Zhichao Wang, Andrew Engel, Anand D. Sarwate, Ioana Dumitriu, Tony Chiang
Spectral Evolution and Invariance in Linear-width Neural Networks. NeurIPS (2023)
Zhichao Wang, Andrew Engel, Anand D. Sarwate, Ioana Dumitriu, Tony Chiang
Spectral evolution and invariance in linear-width neural networks. CoRR (2022)
Andrew Engel, Zhichao Wang, Anand D. Sarwate, Sutanay Choudhury, Tony Chiang
TorchNTK: A Library for Calculation of Neural Tangent Kernels of PyTorch Models. CoRR (2022)
Maryanne Domm, Andrew Engel, Peguy Pierre-Louis, Jeff Goldberg
An Integer Support Vector Machine. SNPD (2005)
Ferenc Szidarovszky, Andrew Engel, Carl Chiarella
A Game Theoretical Model of International Fishing with Time Delay. IGTR 6 (3) (2004)
Andrew Engel, Carl Chiarella, Ferenc Szidarovszky
A game theoretical model of international fishing with time delay. SMC (2001)