@article{GomezRodriguezLBS2014, title = {Uncovering the Structure and Temporal Dynamics of Information Propagation}, author = {Gomez Rodriguez, M. and Leskovec, J. and Balduzzi, D. and Sch{\"o}lkopf, B.}, journal = {Network Science}, volume = {2}, number = {1}, pages = {26-65}, year = {2014}, doi = {10.1017/nws.2014.3} } @article{DalduzziT2012, title = {What can neurons do for their brain? Communicate selectivity with bursts}, author = {Balduzzi, D. and Tononi, G.}, journal = {Theory in Biosciences }, volume = {132}, number = {1}, pages = {27-39}, publisher = {Springer}, month = mar, year = {2013}, doi = {10.1007/s12064-012-0165-0}, month_numeric = {3} } @inproceedings{Balduzzi2011_3, title = {Falsification and future performance}, author = {Balduzzi, D.}, booktitle = {Algorithmic Probability and Friends. Bayesian Prediction and Artificial Intelligence}, volume = {7070}, pages = {65--78}, series = {Lecture Notes in Computer Science}, publisher = {Springer}, address = {Berlin, Germany}, month = jan, year = {2013}, doi = {10.1007/978-3-642-44958-1_5}, month_numeric = {1} } @poster{MuandetBS2013, title = {Domain Generalization via Invariant Feature Representation}, author = {Muandet, K. and Balduzzi, D. and Sch{\"o}lkopf, B.}, year = {2013}, doi = {} } @article{JanzingBGS2012, title = {Quantifying causal influences}, author = {Janzing, D. and Balduzzi, D. and Grosse-Wentrup, M. and Sch{\"o}lkopf, B.}, journal = {Annals of Statistics}, volume = {41}, number = {5}, pages = {2324-2358}, year = {2013}, doi = {} } @article{BalduzziOB2012, title = {Metabolic cost as an organizing principle for cooperative learning}, author = {Balduzzi, D. and Ortega, PA. and Besserve, M.}, journal = {Advances in Complex Systems}, volume = {16}, number = {02n03}, pages = {1350012}, year = {2013}, doi = {10.1142/S0219525913500124} } @inproceedings{MuandetBS2012, title = {Domain Generalization via Invariant Feature Representation}, author = {Muandet, K. and Balduzzi, D. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the 30th International Conference on Machine Learning, W\&CP 28(1)}, pages = {10-18}, editors = {S Dasgupta and D McAllester}, publisher = {JMLR}, year = {2013}, note = {Volume 28, number 1}, doi = {} } @article{NereOBT2012, title = {A Neuromorphic Architecture for Object Recognition and Motion Anticipation Using Burst-STDP}, author = {Nere, A. and Olcese, U. and Balduzzi, D. and Tononi, G.}, journal = {PLoS ONE}, volume = {7}, number = {5}, pages = {17}, month = may, year = {2012}, doi = {10.1371/journal.pone.0036958}, month_numeric = {5} } @inproceedings{BalduzziB2012, title = {Towards a learning-theoretic analysis of spike-timing dependent plasticity}, author = {Balduzzi, D. and Besserve, M.}, booktitle = {Advances in Neural Information Processing Systems 25}, pages = {2465--2473}, editors = {P Bartlett and FCN Pereira and CJC. Burges and L Bottou and KQ Weinberger}, publisher = {Curran Associates Inc.}, year = {2012}, doi = {} } @inproceedings{OrtegaGGBB2012, title = {A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function}, author = {Ortega, PA. and Grau-Moya, J. and Genewein, T. and Balduzzi, D. and Braun, D.}, booktitle = {Advances in Neural Information Processing Systems 25}, pages = {3014--3022}, editors = {P Bartlett and FCN Pereira and CJC. Burges and L Bottou and KQ Weinberger}, publisher = {Curran Associates Inc.}, year = {2012}, doi = {} } @inproceedings{Balduzzi2011_5, title = {Information, learning and falsification}, author = {Balduzzi, D.}, pages = {1-4}, month = dec, year = {2011}, doi = {}, month_numeric = {12} } @inproceedings{Balduzzi2011_4, title = {Estimating integrated information with TMS pulses during wakefulness, sleep and under anesthesia}, author = {Balduzzi, D.}, pages = {4717-4720 }, publisher = {IEEE}, address = {Piscataway, NJ, USA}, month = sep, year = {2011}, doi = {10.1109/IEMBS.2011.6091168 }, month_numeric = {9} } @inproceedings{Balduzzi2011, title = {Detecting emergent processes in cellular automata with excess information}, author = {Balduzzi, D.}, booktitle = {Advances in Artificial Life: ECAL 2011}, pages = {55-62}, editors = {Lenaerts, T. , M. Giacobini, H. Bersini, P. Bourgine, M. Dorigo, R. Doursat}, publisher = {MIT Press}, address = {Cambridge, MA, USA}, month = aug, year = {2011}, doi = {}, month_numeric = {8} } @inproceedings{GomezRodriguezBS2011, title = {Uncovering the Temporal Dynamics of Diffusion Networks}, author = {Gomez Rodriguez, M. and Balduzzi, D. and Sch{\"o}lkopf, B.}, booktitle = {Proceedings of the 28th International Conference on Machine Learning}, pages = {561-568}, editors = {L. Getoor and T. Scheffer}, publisher = {Omnipress}, address = {Madison, WI, USA}, month = jul, year = {2011}, doi = {}, month_numeric = {7} } @inproceedings{Balduzzi2011_2, title = {On the information-theoretic structure of distributed measurements}, author = {Balduzzi, D.}, pages = {1-15}, publisher = {Elsevier Science}, address = {Amsterdam, Netherlands}, month = jul, year = {2011}, doi = {}, month_numeric = {7} } @inbook{TononiB2009, title = {Toward a Theory of Consciousness}, author = {Tononi, G. and Balduzzi, D.}, booktitle = {The Cognitive Neurosciences}, pages = {1201-1220}, editors = {Gazzaniga, M.S.}, publisher = {MIT Press}, address = {Cambridge, MA, USA}, month = oct, year = {2009}, doi = {}, month_numeric = {10} } @article{BalduzziT2009, title = {Qualia: The Geometry of Integrated Information}, author = {Balduzzi, D. and Tononi, G.}, journal = {PLoS Computational Biology}, volume = {5}, number = {8}, pages = {1-24}, month = aug, year = {2009}, doi = {10.1371/journal.pcbi.1000462}, month_numeric = {8} } @article{BalduzziRT2008, title = {A BOLD window into brain waves}, author = {Balduzzi, D. and Riedner, BA. and Tononi, G.}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {105}, number = {41}, pages = {15641-15642 }, month = oct, year = {2008}, doi = {10.1073/pnas.0808310105 }, month_numeric = {10} } @article{BalduzziT2008, title = {Integrated Information in Discrete Dynamical Systems: Motivation and Theoretical Framework}, author = {Balduzzi, D. and Tononi, G.}, journal = {PLoS Computational Biology}, volume = {4}, number = {6}, pages = {1-18}, month = jun, year = {2008}, doi = {10.1371/journal.pcbi.1000091}, month_numeric = {6} } @article{Balduzzi2008, title = {Poisson Geometry of Parabolic Bundles on Elliptic Curves}, author = {Balduzzi, D.}, journal = {International Journal of Mathematics }, volume = {19}, number = {3}, pages = {339-367}, month = mar, year = {2008}, doi = {10.1142/S0129167X08004704}, month_numeric = {3} } @article{Balduzzi2006, title = {Donagi-Markman cubic for Hitchin systems }, author = {Balduzzi, D.}, journal = {Mathematical Research Letters}, volume = {13}, number = {6}, pages = {923-933}, month = nov, year = {2006}, doi = {}, month_numeric = {11} }