Mercurial > ift6266
comparison writeup/nips2010_submission.tex @ 475:ead3085c1c66
Added charts to nips2010_submission.tex
| author | fsavard |
|---|---|
| date | Sun, 30 May 2010 12:04:05 -0400 |
| parents | d02d288257bf |
| children | db28764b8252 |
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| 471:0a9600709a9f | 475:ead3085c1c66 |
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| 414 \citep{Migram+al-2005} & & & & 2.1\% $\pm$.12\% \\ \hline | 414 \citep{Migram+al-2005} & & & & 2.1\% $\pm$.12\% \\ \hline |
| 415 \end{tabular} | 415 \end{tabular} |
| 416 \end{center} | 416 \end{center} |
| 417 \end{table} | 417 \end{table} |
| 418 | 418 |
| 419 \begin{figure}[h] | |
| 420 \resizebox{.99\textwidth}{!}{\includegraphics{images/error_rates_charts.pdf}}\\ | |
| 421 \caption{Charts corresponding to table \ref{tab:sda-vs-mlp-vs-humans}. Left: overall results; error bars indicate a 95\% confidence interval. Right: error rates on NIST test digits only, with results from litterature. } | |
| 422 \label{fig:error-rates-charts} | |
| 423 \end{figure} | |
| 424 | |
| 419 \subsection{Perturbed Training Data More Helpful for SDAE} | 425 \subsection{Perturbed Training Data More Helpful for SDAE} |
| 420 | 426 |
| 421 \begin{table} | 427 \begin{table} |
| 422 \caption{Relative change in error rates due to the use of perturbed training data, | 428 \caption{Relative change in error rates due to the use of perturbed training data, |
| 423 either using NISTP, for the MLP1/SDA1 models, or using P07, for the MLP2/SDA2 models. | 429 either using NISTP, for the MLP1/SDA1 models, or using P07, for the MLP2/SDA2 models. |
| 485 SDA-upper & 5.93\% & 6.78\% & 13\% \\ \hline | 491 SDA-upper & 5.93\% & 6.78\% & 13\% \\ \hline |
| 486 \end{tabular} | 492 \end{tabular} |
| 487 \end{center} | 493 \end{center} |
| 488 \end{table} | 494 \end{table} |
| 489 | 495 |
| 496 | |
| 497 \begin{figure}[h] | |
| 498 \resizebox{.99\textwidth}{!}{\includegraphics{images/improvements_charts.pdf}}\\ | |
| 499 \caption{Charts corresponding to tables \ref{tab:perturbation-effect} (left) and \ref{tab:multi-task} (right).} | |
| 500 \label{fig:improvements-charts} | |
| 501 \end{figure} | |
| 502 | |
| 503 | |
| 504 | |
| 490 \section{Conclusions} | 505 \section{Conclusions} |
| 491 | 506 |
| 492 \bibliography{strings,ml,aigaion,specials} | 507 \bibliography{strings,ml,aigaion,specials} |
| 493 %\bibliographystyle{plainnat} | 508 %\bibliographystyle{plainnat} |
| 494 \bibliographystyle{unsrtnat} | 509 \bibliographystyle{unsrtnat} |