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List of Publications

2015


Learning of couplings for random asymmetric kinetic Ising models revisited: random correlation matrices and learning curves

Bachschmid-Romano, L. and Opper, M.

Journal of Statistical Mechanics: Theory and Experiment. IOP Publishing, P09016. 2015

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A Tractable Approximation to Optimal Point Process Filtering: Application to Neural Encoding

Harel, Y., Meir, R. and Opper, M.

Advances in Neural Information Processing Systems 28, 1594–1602. 2015

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2014


Inferring hidden states in a random kinetic Ising model: replica analysis

Romano, L. B. and Opper, M.

Journal of Statistical Mechanics: Theory and Experiment, P06013. 2014

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Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data

Stimberg, F., Ruttor, A. and Opper, M.

Advances in Neural Information Processing Systems 27, 730-738. 2014

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Optimal Neural Codes for Control and Estimation

Susemihl, A. K., Meir, R. and Opper, M.

Advances in Neural Information Processing Systems 27. Curran Associates, Inc., 2987–2995. 2014

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2013


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