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Hayden Helm
Hayden Helm
Researcher @ Helivan Research
Verified email at helivan.io
Title
Cited by
Cited by
Year
Graspy: Graph statistics in python
J Chung, BD Pedigo, EW Bridgeford, BK Varjavand, HS Helm, ...
Journal of Machine Learning Research 20 (158), 1-7, 2019
372019
Towards a theory of out-of-distribution learning
A Geisa, R Mehta, HS Helm, J Dey, E Eaton, J Dick, CE Priebe, ...
arXiv preprint arXiv:2109.14501, 2021
132021
A general approach to progressive learning
JT Vogelstein, HS Helm, RD Mehta, J Dey, W Yang, B Tower, W LeVine, ...
Preprint at https://arxiv. org/abs/2004.12908, 2020
11*2020
Distance-based positive and unlabeled learning for ranking
HS Helm, A Basu, A Athreya, Y Park, JT Vogelstein, CE Priebe, ...
Pattern Recognition 134, 109085, 2023
5*2023
Mental state classification using multi-graph features
G Chen, HS Helm, K Lytvynets, W Yang, CE Priebe
Frontiers in Human Neuroscience 16, 930291, 2022
52022
Estimating information-theoretic quantities with uncertainty forests
R Guo, R Mehta, J Arroyo, H Helm, C Shen, JT Vogelstein
arXiv, arXiv: 1907.00325, 2019
5*2019
Inducing a hierarchy for multi-class classification problems
HS Helm, W Yang, S Bharadwaj, K Lytvynets, O Riva, C White, A Geisa, ...
arXiv preprint arXiv:2102.10263, 2021
42021
A partition-based similarity for classification distributions
HS Helm, RD Mehta, B Duderstadt, W Yang, CM White, A Geisa, ...
arXiv preprint arXiv:2011.06557, 2020
42020
Correcting a nonparametric two-sample graph hypothesis test for graphs with different numbers of vertices with applications to connectomics
AA Alyakin, J Agterberg, HS Helm, CE Priebe
Applied Network Science 9 (1), 1, 2024
32024
Approximately Optimal Domain Adaptation with Fisher’s Linear Discriminant
H Helm, A de Silva, JT Vogelstein, CE Priebe, W Yang
Mathematics 12 (5), 746, 2024
2*2024
A Statistical Turing Test for Generative Models
H Helm, CE Priebe, W Yang
arXiv preprint arXiv:2309.08913, 2023
12023
Subgraph nomination: Query by example subgraph retrieval in networks
AF Al-Qadhi, CE Priebe, HS Helm, V Lyzinski
Statistics and Computing 33 (2), 52, 2023
12023
Leveraging semantically similar queries for ranking via combining representations
HS Helm, M Abdin, BD Pedigo, S Mahajan, V Lyzinski, Y Park, A Basu, ...
arXiv preprint arXiv:2106.12621, 2021
12021
Neuroergonomic api service for software applications
A Patel, Y Weiwei, H Hayden, DJ McDuff, S Siddharth, D Jen-Tse
US Patent App. 17/944,022, 2024
2024
Correcting application behavior using user signals providing biological feedback
K Chiang, Y Weiwei, HS Helm, AD Hoak
US Patent App. 17/897,841, 2024
2024
Statistical dependence-aware biological predictive system
HS Helm, G Chen, Y Weiwei, K Lytvynets
US Patent App. 17/553,063, 2023
2023
Comparing Foundation Models using Data Kernels
B Duderstadt, HS Helm, CE Priebe
arXiv preprint arXiv:2305.05126, 2023
2023
Deep Learning with Label Noise: A Hierarchical Approach
L Chen, N Huang, C Mu, HS Helm, K Lytvynets, W Yang, CE Priebe
arXiv preprint arXiv:2205.14299, 2022
2022
Vertex Classification on Weighted Networks
H Helm, J Vogelstein, C Priebe
arXiv preprint arXiv:1906.02881, 2019
2019
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Articles 1–19