%% Papers Published
@proceedings{fds208779,
Author = {J. Bouvrie and B. Hamzi},
Title = {Empirical Estimators for Stochastically Forced Nonlinear
Systems: Observability, Controllability and the Invariant
Measure},
Booktitle = {Proc. American Control Conference (ACC)},
Year = {2012},
Key = {fds208779}
}
@article{fds208780,
Author = {M. Raginsky and J. Bouvrie},
Title = {Continuous-Time Stochastic Mirror Descent on a Network:
Variance Reduction, Consensus, Convergence},
Booktitle = {Proc. IEEE Conference on Decision and Control
(CDC)},
Year = {2012},
Key = {fds208780}
}
@article{fds208781,
Author = {J. Bouvrie and M. Maggioni},
Title = {Geometric Multiscale Reduction for Autonomous and Controlled
Nonlinear Systems},
Booktitle = {Proc. IEEE Conference on Decision and Control
(CDC)},
Year = {2012},
Key = {fds208781}
}
@article{fds199215,
Author = {J. Bouvrie and J.-J. E. Slotine},
Title = {Synchronization and Redundancy: Implications for Robustness
of Neural Learning and Decision Making},
Journal = {Neural Computation},
Volume = {23},
Number = {11},
Pages = {2915-2941},
Year = {2011},
ISSN = {0899-7667},
Key = {fds199215}
}
@article{fds184196,
Author = {J. Bouvrie and B. Hamzi},
Title = {Balanced Reduction of Nonlinear Control Systems in
Reproducing Kernel Hilbert Space},
Booktitle = {Proc. 48th Annual Allerton Conference on Communication,
Control, and Computing},
Year = {2010},
Key = {fds184196}
}
@article{Smale:FOCM:09,
Author = {S. Smale and L. Rosasco and J. Bouvrie and A. Caponnetto and T. Poggio},
Title = {Mathematics of the Neural Response},
Journal = {J. Found. Comput. Math.},
Year = {2009},
Month = {June},
Key = {Smale:FOCM:09}
}
@inproceedings{Bouvrie:NIPS:09,
Author = {J. Bouvrie and L. Rosasco and T. Poggio},
Title = {On Invariance in Hierarchical Models},
Booktitle = {Advances in Neural Information Processing Systems (NIPS)
22},
Year = {2009},
Key = {Bouvrie:NIPS:09}
}
@inproceedings{Bouvrie:ICASSP:08,
Author = {J. Bouvrie and T. Ezzat and T. Poggio},
Title = {Localized Spectro-Temporal Cepstral Analysis of
Speech},
Booktitle = {IEEE International Conference on Acoustics, Speech, and
Signal Processing},
Year = {2008},
Key = {Bouvrie:ICASSP:08}
}
@inproceedings{Ezzat:ICSLP:07,
Author = {T. Ezzat and J. Bouvrie and T. Poggio},
Title = {Spectro-Temporal Analysis of Speech Using 2-D Gabor
Filters},
Booktitle = {International Conference on Spoken Language Processing
(Interspeech)},
Year = {2007},
Key = {Ezzat:ICSLP:07}
}
@inproceedings{Knoblich:WImBI:06,
Author = {U. Knoblich and J. Bouvrie and T. Poggio},
Title = {Biophysical Models of Neural Computation: Max and Tuning
Circuits},
Volume = {4845},
Series = {Lecture Notes in Artificial Intelligence},
Booktitle = {Web Intelligence Meets Brain Informatics (WImBI
2006)},
Publisher = {Springer},
Year = {2007},
Key = {Knoblich:WImBI:06}
}
@inproceedings{Ezzat:ICASSP:07,
Author = {T. Ezzat and J. Bouvrie and T. Poggio},
Title = {AM-FM Demodulation of Spectrograms Using Localized 2D
Max-Gabor Analysis},
Booktitle = {IEEE International Conference on Acoustics, Speech, and
Signal Processing},
Year = {2007},
Key = {Ezzat:ICASSP:07}
}
@article{Bouvrie:Neucom:07,
Author = {J. Bouvrie and P. Sinha},
Title = {Visual object concept discovery: Observations in
congenitally blind children, and a computational
approach},
Journal = {Neurocomputing},
Volume = {70},
Number = {13},
Pages = {2218--2233},
Year = {2007},
Key = {Bouvrie:Neucom:07}
}
@inproceedings{rif07,
Author = {R. Rifkin and K. Schutte and D. Saad and J. Bouvrie and J.
Glass},
Title = {Noise Robust Phonetic Classification with Linear Regularized
Least Squares and Second-Order Features},
Booktitle = {IEEE International Conference on Acoustics, Speech, and
Signal Processing},
Year = {2007},
Key = {rif07}
}
@inproceedings{Bouvrie:ICSLP:06,
Author = {J. Bouvrie and T. Ezzat},
Title = {An Incremental Algorithm for Signal Reconstruction from
Short-Time Fourier Transform Magnitude},
Booktitle = {International Conference on Spoken Language Processing
(Interspeech)},
Year = {2006},
Key = {Bouvrie:ICSLP:06}
}
@inproceedings{Ezzat:ICSLP:06,
Author = {T. Ezzat and J. Bouvrie and T. Poggio},
Title = {Max-Gabor Analysis and Synthesis of Spectrograms},
Booktitle = {International Conference on Spoken Language Processing
(Interspeech)},
Year = {2006},
Key = {Ezzat:ICSLP:06}
}
%% Papers Accepted
@article{fds208783,
Author = {J. Bouvrie and J.-J.E. Slotine},
Title = {Synchronization can Control Regularization in Neural Systems
via Correlated Noise Processes},
Booktitle = {Proc. Advances in Neural Information Processing Systems
(NIPS) 25},
Year = {2012},
Key = {fds208783}
}
@article{fds208784,
Author = {J. Bouvrie and M. Maggioni},
Title = {Efficient Solution of Markov Decision Problems with
Multiscale Representations},
Booktitle = {Proc. 50th Annual Allerton Conference on Communication,
Control, and Computing},
Year = {2012},
Key = {fds208784}
}
%% Other
@misc{fds184200,
Author = {J. Bouvrie and T. Poggio and L. Rosasco and S. Smale and A.
Wibisono},
Title = {Generalization and Properties of the Neural
Response},
Journal = {MIT-CSAIL Tech Report TR-2010-051/CBCL-292},
Publisher = {Massachusetts Institute of Technology},
Year = {2010},
Month = {November},
Key = {fds184200}
}
@misc{fds184199,
Author = {A. Wibisono and J. Bouvrie and L. Rosasco and T.
Poggio},
Title = {Learning and Invariance in a Family of Hierarchical
Kernels},
Journal = {MIT CSAIL Tech Report MIT-CSAIL-TR-2010-035/CBCL Paper
290},
Publisher = {Massachusetts Institute of Technology},
Year = {2010},
Month = {July},
Key = {fds184199}
}
@techreport{Rifkin:MEMO:ModelPhoneme,
Author = {R. Rifkin and J.Bouvrie and K. Schutte and S. Chikkerur and M. Kouh and T. Ezzat and T. Poggio},
Title = {Phonetic Classification Using Hierarchical, Feed-forward,
Spectro-temporal Patch-based Architectures},
Organization = {Massachusetts Institute of Technology},
Institution = {Massachusetts Institute of Technology},
Address = {Cambridge, MA},
Year = {2007},
Key = {Rifkin:MEMO:ModelPhoneme}
}
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Mathematics Department