Kristjan Greenewald
Kristjan Greenewald
Research Staff Member, IBM Research AI
ibm.com üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Estimating information flow in deep neural networks
Z Goldfeld, E Berg, K Greenewald, I Melnyk, N Nguyen, B Kingsbury, ...
arXiv preprint arXiv:1810.05728, 2018
502018
Bayesian nonparametric federated learning of neural networks
M Yurochkin, M Agarwal, S Ghosh, K Greenewald, TN Hoang, Y Khazaeni
arXiv preprint arXiv:1905.12022, 2019
432019
Improving convergence of divergence functional ensemble estimators
KR Moon, K Sricharan, K Greenewald, AO Hero
2016 IEEE International Symposium on Information Theory (ISIT), 1133-1137, 2016
302016
Action centered contextual bandits
K Greenewald, A Tewari, S Murphy, P Klasnja
Advances in neural information processing systems, 5977-5985, 2017
262017
Robust kronecker product PCA for spatio-temporal covariance estimation
K Greenewald, AO Hero
IEEE Transactions on Signal Processing 63 (23), 6368-6378, 2015
262015
Kronecker sum decompositions of space-time data
K Greenewald, T Tsiligkaridis, AO Hero
2013 5th IEEE International Workshop on Computational Advances in Multi …, 2013
222013
Nonparametric ensemble estimation of distributional functionals
KR Moon, K Sricharan, K Greenewald, AO Hero
arXiv preprint arXiv:1601.06884, 2016
202016
The computational limits of deep learning
NC Thompson, K Greenewald, K Lee, GF Manso
arXiv preprint arXiv:2007.05558, 2020
122020
Convergence of smoothed empirical measures with applications to entropy estimation
Z Goldfeld, K Greenewald, J Niles-Weed, Y Polyanskiy
IEEE Transactions on Information Theory, 2020
122020
Ensemble estimation of information divergence
KR Moon, K Sricharan, K Greenewald, AO Hero
Entropy 20 (8), 560, 2018
112018
Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity
P Liao, K Greenewald, P Klasnja, S Murphy
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
102020
Regularized block toeplitz covariance matrix estimation via kronecker product expansions
K Greenewald, AO Hero
2014 IEEE Workshop on Statistical Signal Processing (SSP), 9-12, 2014
102014
Estimating differential entropy under Gaussian convolutions
Z Goldfeld, K Greenewald, Y Polyanskiy
arXiv preprint arXiv:1810.11589, 2018
82018
Robust SAR STAP via Kronecker decomposition
K Greenewald, E Zelnio, AH Hero
IEEE Transactions on Aerospace and Electronic Systems 52 (6), 2612-2625, 2016
82016
Gaussian-Smooth Optimal Transport: Metric Structure and Statistical Efficiency
Z Goldfeld, K Greenewald
arXiv preprint arXiv:2001.09206, 2020
52020
Tensor graphical lasso (TeraLasso)
K Greenewald, S Zhou, A Hero III
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2019
52019
Optimality of the plug-in estimator for differential entropy estimation under Gaussian convolutions
Z Goldfeld, K Greenewald, J Weed, Y Polyanskiy
2019 IEEE International Symposium on Information Theory (ISIT), 892-896, 2019
52019
Time-dependent spatially varying graphical models, with application to brain fMRI data analysis
K Greenewald, S Park, S Zhou, A Giessing
Advances in Neural Information Processing Systems, 5832-5840, 2017
52017
Kronecker PCA Based Robust SAR STAP
K Greenewald, E Zelnio, AO Hero III
arXiv preprint arXiv:1501.07481, 2015
52015
Detection of anomalous crowd behavior using spatio-temporal multiresolution model and kronecker sum decompositions
K Greenewald, A Hero
arXiv preprint arXiv:1401.3291, 2014
52014
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–20