Articles with public access mandates - Risi KondorLearn more
Available somewhere: 17
Graph kernels
SVN Vishwanathan, NN Schraudolph, R Kondor, KM Borgwardt
The Journal of Machine Learning Research 11, 1201-1242, 2010
Mandates: US National Institutes of Health
On the generalization of equivariance and convolution in neural networks to the action of compact groups
R Kondor, S Trivedi
International conference on machine learning, 2747-2755, 2018
Mandates: US Department of Defense
Cormorant: Covariant molecular neural networks
B Anderson, TS Hy, R Kondor
Advances in neural information processing systems 32, 2019
Mandates: US National Science Foundation, US Department of Defense
The multiscale laplacian graph kernel
R Kondor, H Pan
Advances in neural information processing systems 29, 2016
Mandates: US National Science Foundation
Lorentz group equivariant neural network for particle physics
A Bogatskiy, B Anderson, J Offermann, M Roussi, D Miller, R Kondor
International Conference on Machine Learning, 992-1002, 2020
Mandates: US Department of Defense
Predicting molecular properties with covariant compositional networks
TS Hy, S Trivedi, H Pan, BM Anderson, R Kondor
The Journal of chemical physics 148 (24), 2018
Mandates: US Department of Defense
Speeding up learning quantum states through group equivariant convolutional quantum ansätze
H Zheng, Z Li, J Liu, S Strelchuk, R Kondor
PRX Quantum 4 (2), 020327, 2023
Mandates: US Department of Defense, Royal Society UK
Autobahn: Automorphism-based graph neural nets
E Thiede, W Zhou, R Kondor
Advances in Neural Information Processing Systems 34, 29922-29934, 2021
Mandates: US National Science Foundation, US Department of Defense
Deep learning for automated classification and characterization of amorphous materials
K Swanson, S Trivedi, J Lequieu, K Swanson, R Kondor
Soft matter 16 (2), 435-446, 2020
Mandates: US National Science Foundation, US Department of Defense
Multiresolution matrix compression
N Teneva, PK Mudrakarta, R Kondor
Artificial Intelligence and Statistics, 1441-1449, 2016
Mandates: US National Science Foundation
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
Mandates: UK Engineering and Physical Sciences Research Council, Royal Society UK
Incorporating domain knowledge in matching problems via harmonic analysis
D Pachauri, M Collins, R Kondor, V Singh
Proceedings of the... International Conference on Machine Learning …, 2012
Mandates: US National Institutes of Health
The incremental multiresolution matrix factorization algorithm
VK Ithapu, R Kondor, SC Johnson, V Singh
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
Mandates: US National Science Foundation, US National Institutes of Health
Data mining when each data point is a network
K Rajendran, A Kattis, A Holiday, R Kondor, IG Kevrekidis
Patterns of Dynamics: Berlin, July 2016 1, 289-317, 2017
Mandates: US National Science Foundation, US Department of Defense
SnFFT: a Julia toolkit for Fourier analysis of functions over permutations
G Plumb, D Pachauri, R Kondor, V Singh
The Journal of Machine Learning Research 16 (1), 3469-3473, 2015
Mandates: Government of Spain
Fourier Bases for Solving Permutation Puzzles
H Pan, R Kondor
International Conference on Artificial Intelligence and Statistics, 172-180, 2021
Mandates: US National Science Foundation, US Department of Defense
arXiv: Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning
P Shanahan, O Amram, JF Kamenik, A Matevc, A Gandrakota, B Lucini, ...
Mandates: US Department of Energy
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