Greg Ver Steeg
Greg Ver Steeg
Research Associate Professor, University of Southern California, Information Sciences Institute
Bestätigte E-Mail-Adresse bei isi.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
3182019
Information Transfer in Social Media
G Ver Steeg, A Galstyan
World Wide Web Conference, 509-518, 2012
2232012
Entangling power of an expanding universe
G Ver Steeg, NC Menicucci
Physical Review D 79 (4), 044027, 2009
1872009
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
1562016
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
1402019
Efficient Estimation of Mutual Information for Strongly Dependent Variables
S Gao, G Ver Steeg, A Galstyan
AISTATS, 2015
1332015
What Stops Social Epidemics?
G Ver Steeg, R Ghosh, K Lerman
Proc. 5th Int. Conf. on Weblogs and Social Media, 2011
1142011
Discovering Structure in High-Dimensional Data Through Correlation Explanation
G Ver Steeg, A Galstyan
Advances in Neural Information Processing Systems (NIPS), 2014
912014
Information-Theoretic Measures of Influence Based on Content Dynamics
G Ver Steeg, A Galstyan
International Conference on Web Search and Data Mining (WSDM), 2013
872013
Invariant representations without adversarial training
D Moyer, S Gao, R Brekelmans, GV Steeg, A Galstyan
arXiv preprint arXiv:1805.09458, 2018
722018
Modeling Temporal Activity Patterns in Dynamic Social Networks
V Raghavan, G Ver Steeg, A Galstyan, AG Tartakovsky
IEEE TCSS, 2014
632014
MAX 2-SAT with up to 108 qubits
S Santra, G Quiroz, G Ver Steeg, D Lidar
New Journal of Physics, 2014
562014
Maximally Informative Hierarchical Representations of High-Dimensional Data
G Ver Steeg, A Galstyan
Proceedings of the 18th International Conference on Artificial Intelligence …, 2015
542015
Auto-Encoding Total Correlation Explanation
S Gao, R Brekelmans, G Ver Steeg, A Galstyan
AI & Statistics (AISTATS), 2019
472019
Community detection with and without prior information
AE Allahverdyan, G Ver Steeg, A Galstyan
EPL (Europhysics Letters) 90, 18002, 2010
432010
Relaxed uncertainty relations and information processing
G Ver Steeg, S Wehner
Quantum Information and Computation 9, 0801-0832, 2009
43*2009
Variational Information Maximization for Feature Selection
S Gao, G Ver Steeg, A Galstyan
Advances In Neural Information Processing Systems (NIPS), 2016
372016
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
362017
Co-evolution of Selection and Influence in Social Networks
YS Cho, G Ver Steeg, A Galstyan
AAAI-11, 2011
352011
Estimating Mutual Information by Local Gaussian Approximation
S Gao, G Ver Steeg, A Galstyan
Uncertainty in Artificial Intelligence (UAI), 2015
322015
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