publications

2022

1. ICML

   Investigating Generalization by Controlling Normalized Margin

   Farhang, A. R., Bernstein, J., Tirumala, K., Liu, Y., and Yue, Y.

   International Conference on Machine Learning (ICML) 2022

   Bib PDF

   @article{farhang2022margin,
     title = {Investigating Generalization by Controlling Normalized Margin},
     author = {Farhang, A. R. and Bernstein, J. and Tirumala, K. and Liu, Y. and Yue, Y.},
     journal = {International Conference on Machine Learning (ICML)},
     year = {2022},
   }

2. arXiv

   Kernel interpolation as a Bayes point machine

   Bernstein, J.,  Farhang, A. R., and Yue, Y.

   arXiv 2022

   Bib

   @article{bpm,
     title = {Kernel interpolation as a {B}ayes point machine},
     author = {Bernstein, J. and Farhang, A. R. and Yue, Y.},
     journal = {arXiv},
     year = {2022},
   }

2019

1. Neuron

   Songbird Ventral Pallidum Sends Diverse Performance Error Signals to Dopaminergic Midbrain

   Chen, R., Puzerey, P. A., Roeser, A. C., Riccelli, T. E., Podury, A., Maher, K.,  Farhang, A. R., and Goldberg, J. H.

   Neuron 2019

   Bib PDF

   @article{CHEN2019266,
     title = {Songbird Ventral Pallidum Sends Diverse Performance Error Signals to Dopaminergic Midbrain},
     journal = {Neuron},
     volume = {103},
     number = {2},
     pages = {266-276.e4},
     year = {2019},
     issn = {0896-6273},
     doi = {https://doi.org/10.1016/j.neuron.2019.04.038},
     url = {https://www.sciencedirect.com/science/article/pii/S0896627319303952},
     author = {Chen, R. and Puzerey, P. A. and Roeser, A. C. and Riccelli, T. E. and Podury, A. and Maher, K. and Farhang, A. R. and Goldberg, J. H.},
   }

2016

1. Science

   Dopamine neurons encode performance error in singing birds

   Gadagkar, V., Puzerey, P. A., Chen, R., Baird-Daniel, E.,  Farhang, A. R., and Goldberg, J. H.

   Science 2016

   Bib PDF

   @article{gadagkar_puzerey_chen_baird-daniel_farhang_goldberg_2016,
     volume = {354},
     doi = {10.1126/science.aah6837},
     number = {6317},
     journal = {Science},
     author = {Gadagkar, V. and Puzerey, P. A. and Chen, R. and Baird-Daniel, E. and Farhang, A. R. and Goldberg, J. H.},
     year = {2016},
     pages = {1278–1282},
   }