David Balduzzi
David Balduzzi
Google Deepmind
Verified email at google.com - Homepage
TitleCited byYear
Uncovering the temporal dynamics of diffusion networks
M Gomez-Rodriguez, D Balduzzi, B Schölkopf
Twenty-eighth International Conference on Machine Learning, Bellevue, Washington, 2011
Integrated information in discrete dynamical systems: motivation and theoretical framework
D Balduzzi, G Tononi
PLoS computational biology 4 (6), e1000091, 2008
Qualia: The geometry of integrated information
D Balduzzi, G Tononi
PLoS computational biology 5 (8), e1000462, 2009
Deep reconstruction-classification networks for unsupervised domain adaptation
M Ghifary, WB Kleijn, M Zhang, D Balduzzi, W Li
European Conference on Computer Vision, 597-613, 2016
Domain generalization via invariant feature representation
K Muandet, D Balduzzi, B Schölkopf
International Conference on Machine Learning, 10-18, 2013
Quantifying causal influences
D Janzing, D Balduzzi, M Grosse-Wentrup, B Schölkopf
The Annals of Statistics 41 (5), 2324-2358, 2013
Domain generalization for object recognition with multi-task autoencoders
M Ghifary, W Bastiaan Kleijn, M Zhang, D Balduzzi
Proceedings of the IEEE international conference on computer vision, 2551-2559, 2015
Uncovering the structure and temporal dynamics of information propagation
MG Rodriguez, J Leskovec, D Balduzzi, B Schölkopf
Network Science 2 (1), 26-65, 2014
The shattered gradients problem: If resnets are the answer, then what is the question?
D Balduzzi, M Frean, L Leary, JP Lewis, KWD Ma, B McWilliams
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
A BOLD window into brain waves
D Balduzzi, BA Riedner, G Tononi
Proceedings of the National Academy of Sciences 105 (41), 15641-15642, 2008
Scatter component analysis: A unified framework for domain adaptation and domain generalization
M Ghifary, D Balduzzi, WB Kleijn, M Zhang
IEEE transactions on pattern analysis and machine intelligence 39 (7), 1414-1430, 2017
Learning the Structure of Sum-Product Networks via an SVD-based Algorithm.
T Adel, D Balduzzi, A Ghodsi
UAI, 32-41, 2015
A neuromorphic architecture for object recognition and motion anticipation using burst-STDP
A Nere, U Olcese, D Balduzzi, G Tononi
PloS one 7 (5), e36958, 2012
Strongly-typed recurrent neural networks
D Balduzzi, M Ghifary
arXiv preprint arXiv:1602.02218, 2016
Kickback cuts backprop's red-tape: biologically plausible credit assignment in neural networks
D Balduzzi, H Vanchinathan, J Buhmann
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Correlated random features for fast semi-supervised learning
B McWilliams, D Balduzzi, JM Buhmann
Advances in Neural Information Processing Systems, 440-448, 2013
What can neurons do for their brain? Communicate selectivity with bursts
D Balduzzi, G Tononi
Theory in Biosciences 132 (1), 27-39, 2013
The mechanics of n-player differentiable games
D Balduzzi, S Racaniere, J Martens, J Foerster, K Tuyls, T Graepel
arXiv preprint arXiv:1802.05642, 2018
Randomized co-training: from cortical neurons to machine learning and back again
D Balduzzi
arXiv preprint arXiv:1310.6536, 2013
Compatible value gradients for reinforcement learning of continuous deep policies
D Balduzzi, M Ghifary
arXiv preprint arXiv:1509.03005, 2015
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