@article{PRL104, title = {Why are Nonlinear Fits to Data so Challenging?}, author = {Transtrum, Mark K. and Machta, Benjamin B. and Sethna, James P.}, journal = {Phys. Rev. Lett.}, volume = {104}, issue = {6}, pages = {060201}, numpages = {4}, year = {2010}, month = {Feb}, publisher = {American Physical Society}, doi = {10.1103/PhysRevLett.104.060201}, url = {http://link.aps.org/doi/10.1103/PhysRevLett.104.060201} } @article{PRE83, title = {Geometry of nonlinear least squares with applications to sloppy models and optimization}, author = {Transtrum, Mark K. and Machta, Benjamin B. and Sethna, James P.}, journal = {Phys. Rev. E}, volume = {83}, issue = {3}, pages = {036701}, numpages = {35}, year = {2011}, month = {Mar}, publisher = {American Physical Society}, doi = {10.1103/PhysRevE.83.036701}, url = {http://link.aps.org/doi/10.1103/PhysRevE.83.036701} } @article{transtrum2012improvements, title={Improvements to the Levenberg-Marquardt algorithm for nonlinear least-squares minimization}, author={Transtrum, Mark K and Sethna, James P}, journal={arXiv preprint arXiv:1201.5885}, year={2012} }