Artigos com autorizações de acesso público - Robert D NowakSaiba mais
1 artigo não disponível publicamente
Bayesian Active Learning on Graphs
KS Jun, R Nowak
Cooperative and Graph Signal Processing, 283-297, 2018
Autorizações: US National Institutes of Health
61 artigos disponíveis publicamente
Sparse reconstruction by separable approximation
SJ Wright, RD Nowak, MAT Figueiredo
IEEE Transactions on signal processing 57 (7), 2479-2493, 2009
Autorizações: US National Institutes of Health
Computational segmentation of collagen fibers from second-harmonic generation images of breast cancer
JS Bredfeldt, Y Liu, CA Pehlke, MW Conklin, JM Szulczewski, DR Inman, ...
Journal of biomedical optics 19 (1), 016007-016007, 2014
Autorizações: US National Institutes of Health
Causal network inference via group sparse regularization
A Bolstad, BD Van Veen, R Nowak
IEEE transactions on signal processing 59 (6), 2628-2641, 2011
Autorizações: US National Institutes of Health
Scalable generalized linear bandits: Online computation and hashing
KS Jun, A Bhargava, R Nowak, R Willett
Advances in Neural Information Processing Systems 30, 2017
Autorizações: US National Science Foundation
Banach space representer theorems for neural networks and ridge splines
R Parhi, RD Nowak
Journal of Machine Learning Research 22 (43), 1-40, 2021
Autorizações: US National Science Foundation, US Department of Defense
The role of neural network activation functions
R Parhi, RD Nowak
IEEE Signal Processing Letters 27, 1779-1783, 2020
Autorizações: US National Science Foundation, US Department of Defense
A characterization of deterministic sampling patterns for low-rank matrix completion
DL Pimentel-Alarcón, N Boston, RD Nowak
IEEE Journal of Selected Topics in Signal Processing 10 (4), 623-636, 2016
Autorizações: US National Science Foundation
Top arm identification in multi-armed bandits with batch arm pulls
KS Jun, K Jamieson, R Nowak, X Zhu
Artificial Intelligence and Statistics, 139-148, 2016
Autorizações: US National Science Foundation
Ordered weighted l1 regularized regression with strongly correlated covariates: Theoretical aspects
M Figueiredo, R Nowak
Artificial Intelligence and Statistics, 930-938, 2016
Autorizações: US National Science Foundation, Fundação para a Ciência e a Tecnologia, Portugal
Space–time event sparse penalization for magneto-/electroencephalography
A Bolstad, B Van Veen, R Nowak
NeuroImage 46 (4), 1066-1081, 2009
Autorizações: US National Institutes of Health
What kinds of functions do deep neural networks learn? Insights from variational spline theory
R Parhi, RD Nowak
SIAM Journal on Mathematics of Data Science 4 (2), 464-489, 2022
Autorizações: US National Science Foundation, US Department of Defense
Finite sample prediction and recovery bounds for ordinal embedding
L Jain, KG Jamieson, R Nowak
Advances in neural information processing systems 29, 2016
Autorizações: US National Science Foundation, US National Institutes of Health
A fully first-order method for stochastic bilevel optimization
J Kwon, D Kwon, S Wright, RD Nowak
International Conference on Machine Learning, 18083-18113, 2023
Autorizações: US National Science Foundation, US Department of Energy, US Department of …
Bilinear bandits with low-rank structure
KS Jun, R Willett, S Wright, R Nowak
International Conference on Machine Learning, 3163-3172, 2019
Autorizações: US National Science Foundation, US Department of Defense, US National …
Algebraic variety models for high-rank matrix completion
G Ongie, R Willett, RD Nowak, L Balzano
International Conference on Machine Learning, 2691-2700, 2017
Autorizações: US National Science Foundation, US Department of Defense, US National …
S2: An efficient graph based active learning algorithm with application to nonparametric classification
G Dasarathy, R Nowak, X Zhu
Conference on Learning Theory, 503-522, 2015
Autorizações: US National Institutes of Health
Finding All -Good Arms in Stochastic Bandits
B Mason, L Jain, A Tripathy, R Nowak
Advances in Neural Information Processing Systems 33, 20707-20718, 2020
Autorizações: US Department of Defense
Feed two birds with one scone: Exploiting wild data for both out-of-distribution generalization and detection
H Bai, G Canal, X Du, J Kwon, RD Nowak, Y Li
International Conference on Machine Learning, 1454-1471, 2023
Autorizações: US Department of Defense
Near-minimax optimal estimation with shallow ReLU neural networks
R Parhi, RD Nowak
IEEE Transactions on Information Theory 69 (2), 1125-1140, 2022
Autorizações: US National Science Foundation, US Department of Defense
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