Follow
Hayden Helm
Hayden Helm
Principal 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
462019
Towards a theory of out-of-distribution learning
J Dey, A Geisa, R Mehta, TM Tomita, HS Helm, H Xu, E Eaton, J Dick, ...
arXiv preprint arXiv:2109.14501, 2021
182021
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
13*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
9*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
82022
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
82021
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
52020
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
MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering
RO Ness, K Matton, H Helm, S Zhang, J Bajwa, CE Priebe, E Horvitz
arXiv preprint arXiv:2406.06573, 2024
42024
Tracking the perspectives of interacting language models
H Helm, B Duderstadt, Y Park, CE Priebe
arXiv preprint arXiv:2406.11938, 2024
32024
A Statistical Turing Test for Generative Models
H Helm, CE Priebe, W Yang
arXiv preprint arXiv:2309.08913, 2023
32023
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
Embedding-based statistical inference on generative models
H Helm, A Acharyya, B Duderstadt, Y Park, CE Priebe
arXiv preprint arXiv:2410.01106, 2024
12024
Consistent estimation of generative model representations in the data kernel perspective space
A Acharyya, MW Trosset, CE Priebe, HS Helm
arXiv preprint arXiv:2409.17308, 2024
12024
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
12024
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
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
12022
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
Investigating social alignment via mirroring in a system of interacting language models
H McGuinness, T Wang, CE Priebe, H Helm
arXiv preprint arXiv:2412.06834, 2024
2024
Presenting biosensing data in context
A Patel, H Hayden, D Jen-Tse, S Siddharth, Y Weiwei, AD Hoak, ...
US Patent App. 17/977,672, 2024
2024
The system can't perform the operation now. Try again later.
Articles 1–20