Devin Willmott
Devin Willmott
Bosch Center for Artificial Intelligence
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Orthogonal Recurrent Neural Networks with Scaled Cayley Transform
K Helfrich, D Willmott, Q Ye
International Conference on Machine Learning 2018 (80), 1969-1978, 2018
Multiplicative Filter Networks
R Fathony, AK Sahu, D Willmott, JZ Kolter
International Conference on Learning Representations, 2020
Black-box Adversarial Attacks with Bayesian Optimization
SN Shukla, AK Sahu, D Willmott, JZ Kolter
arXiv preprint arXiv:1909.13857, 2019
Simple and efficient hard label black-box adversarial attacks in low query budget regimes
SN Shukla, AK Sahu, D Willmott, Z Kolter
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
On twizzler, zigzag and graceful terraces.
MA Ollis, D Willmott
Australas. J Comb. 51, 243-258, 2011
Improving RNA secondary structure prediction via state inference with deep recurrent neural networks
D Willmott, D Murrugarra, Q Ye
Computational and Mathematical Biophysics 8 (1), 36-50, 2020
A community-powered search of machine learning strategy space to find NMR property prediction models
LA Bratholm, W Gerrard, B Anderson, S Bai, S Choi, L Dang, P Hanchar, ...
Plos one 16 (7), e0253612, 2021
Understanding the covariance structure of convolutional filters
A Trockman, D Willmott, JZ Kolter
arXiv preprint arXiv:2210.03651, 2022
Constructions for Terraces and R‐Sequencings, Including a Proof That Bailey's Conjecture Holds for Abelian Groups
MA Ollis, DT Willmott
Journal of Combinatorial Designs 23 (1), 1-17, 2015
You Only Query Once: Effective Black Box Adversarial Attacks with Minimal Repeated Queries
D Willmott, AK Sahu, F Sheikholeslami, F Condessa, Z Kolter
arXiv preprint arXiv:2102.00029, 2021
Recurrent Neural Networks and Their Applications to RNA Secondary Structure Inference
D Willmott
University of Kentucky, 2018
An extension theorem for terraces
M Ollis, D Willmott
the electronic journal of combinatorics 20 (2), 34, 2013
Orbital Mixer: Using Atomic Orbital Features for Basis-Dependent Prediction of Molecular Wavefunctions
K Shmilovich, D Willmott, I Batalov, M Kornbluth, J Mailoa, JZ Kolter
Journal of Chemical Theory and Computation 18 (10), 6021-6030, 2022
There are Infinitely Many Williams Squares with Circular Structure and Order a Multiple of 4
MA Ollis, DT Willmott
Graphs and Combinatorics 30, 1223-1232, 2014
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