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Greg Ver Steeg
Greg Ver Steeg
Associate Professor, University of California, Riverside
Verifierad e-postadress på ucr.edu - Startsida
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Mixhop: Higher-order graph convolution architectures via sparsified neighborhood mixing
S Abu-El-Haija, B Perozzi, A Kapoor, H Harutyunyan, N Alipourfard, ...
International Conference on Machine Learning, 2019
10792019
Multitask learning and benchmarking with clinical time series data
H Harutyunyan, H Khachatrian, DC Kale, GV Steeg, A Galstyan
Nature Scientific Data 6 (96), 2019
10662019
Scalable temporal latent space inference for link prediction in dynamic social networks
L Zhu, D Guo, J Yin, G Ver Steeg, A Galstyan
IEEE Transactions on Knowledge and Data Engineering 28 (10), 2765-2777, 2016
2992016
Information Transfer in Social Media
G Ver Steeg, A Galstyan
World Wide Web Conference, 509-518, 2012
2772012
Entangling power of an expanding universe
G Ver Steeg, NC Menicucci
Physical Review D 79 (4), 044027, 2009
2682009
Invariant representations without adversarial training
D Moyer, S Gao, R Brekelmans, G Ver Steeg, A Galstyan
Advances in Neural Information Processing Systems (NeurIPS), 2018
2642018
Efficient Estimation of Mutual Information for Strongly Dependent Variables
S Gao, G Ver Steeg, A Galstyan
AISTATS, 2015
2532015
Anchored correlation explanation: Topic modeling with minimal domain knowledge
RJ Gallagher, K Reing, D Kale, G Ver Steeg
Transactions of the Association for Computational Linguistics 5, 529-542, 2017
2452017
Discovering Structure in High-Dimensional Data Through Correlation Explanation
G Ver Steeg, A Galstyan
Advances in Neural Information Processing Systems (NIPS), 2014
1432014
What Stops Social Epidemics?
G Ver Steeg, R Ghosh, K Lerman
Proc. 5th Int. Conf. on Weblogs and Social Media, 2011
1332011
Scanner invariant representations for diffusion MRI harmonization
D Moyer, G Ver Steeg, CMW Tax, PM Thompson
Magnetic resonance in medicine 84 (4), 2174-2189, 2020
1172020
Information-Theoretic Measures of Influence Based on Content Dynamics
G Ver Steeg, A Galstyan
International Conference on Web Search and Data Mining (WSDM), 2013
1172013
Identifying and analyzing cryptocurrency manipulations in social media
M Mirtaheri, S Abu-El-Haija, F Morstatter, G Ver Steeg, A Galstyan
IEEE Transactions on Computational Social Systems 8 (3), 607-617, 2021
1142021
Auto-Encoding Total Correlation Explanation
S Gao, R Brekelmans, G Ver Steeg, A Galstyan
AI & Statistics (AISTATS), 2019
972019
Modeling Temporal Activity Patterns in Dynamic Social Networks
V Raghavan, G Ver Steeg, A Galstyan, AG Tartakovsky
IEEE TCSS, 2014
892014
Maximally Informative Hierarchical Representations of High-Dimensional Data
G Ver Steeg, A Galstyan
Proceedings of the 18th International Conference on Artificial Intelligence …, 2015
822015
MAX 2-SAT with up to 108 qubits
S Santra, G Quiroz, G Ver Steeg, D Lidar
New Journal of Physics, 2014
742014
Variational Information Maximization for Feature Selection
S Gao, G Ver Steeg, A Galstyan
Advances In Neural Information Processing Systems (NIPS), 2016
652016
Improving Generalization by Controlling Label-Noise Information in Neural Network Weights
H Harutyunyan, K Reing, G Ver Steeg, A Galstyan
International Conference on Machine Learning (ICML), 2020
642020
Secure neuroimaging analysis using federated learning with homomorphic encryption
D Stripelis, H Saleem, T Ghai, N Dhinagar, U Gupta, C Anastasiou, ...
17th international symposium on medical information processing and analysis …, 2021
582021
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