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Aner Zakobar
2026-08-29 17:53:06 +03:00
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@@ -192,18 +192,18 @@
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%Title and names for the article
\newcommand{\thesistitle}{\textbf{Thesis Title}}
\newcommand{\thesistitlehe}{\textbf{כותרת בעברית של התזה}}
\newcommand{\thesistitle}{\textbf{Noise-Robust Gradient-Based Learning Utilizing Rate Optimized Likelyhood Loss}}
\newcommand{\thesistitlehe}{\textbf{למידה עמידה לרעש מבוססת גרדיאנט תוך שימוש בפונקציית הפסד קירוב-הסתברות}}
\newcommand{\thesisauthorname}{\textbf{Author’s name}}
\newcommand{\thesisauthornamehe}{\textbf{שם המחבר}}
\newcommand{\thesisauthorname}{\textbf{Aner Zakobar}}
\newcommand{\thesisauthornamehe}{\textbf{ענר זקובר}}
\newcommand{\thesissupervisername}{\textbf{Supervisor's name}}
\newcommand{\thesissupervisernamehe}{\textbf{שם המנחה}}
\newcommand{\thesissupervisername}{\textbf{Prof. Lior Rokach, Prof. Aryeh Kontorovich}}
\newcommand{\thesissupervisernamehe}{\textbf{פרופ. ליאור רוקח, פרופ. אריה קונטורוביץ}}
\newcommand{\thesismonth}{\textbf{Month}}
\newcommand{\thesismonthhe}{\textbf{חודש}}
\newcommand{\thesisyear}{\textbf{Year}}
\newcommand{\thesismonth}{\textbf{September}}
\newcommand{\thesismonthhe}{\textbf{ספטמבר}}
\newcommand{\thesisyear}{\textbf{2026}}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{document}
@@ -261,34 +261,39 @@
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח א}{\quad\qquadדרישת תאימות כלשהי}}{{\beginL\thepage\endL}}}
\input{content/appendixs/appendix_a}
\chapter{Gaussian ROLL: Gradient Derivation}
\chapter{Gaussian ROLL: Forward Pass and Gradient Derivation}
\label{appendix:gauss-grad}
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח ב}{\quad\qquadנגזרת גאוסיאנית של ROLL}}{{\beginL\thepage\endL}}}
\input{content/appendixs/appendix_gauss_grad}
\chapter{Beta ROLL: Forward Pass and Gradient}
\label{appendix:beta-roll}
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח ג}{\quad\qquadBeta ROLL: אמידה ונגזרת}}{{\beginL\thepage\endL}}}
\input{content/appendixs/appendix_beta_roll}
\chapter{KDE ROLL: Gradient Derivation}
\label{appendix:kde-grad}
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח ג}{\quad\qquadנגזרת KDE של ROLL}}{{\beginL\thepage\endL}}}
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח ד}{\quad\qquadנגזרת KDE של ROLL}}{{\beginL\thepage\endL}}}
\input{content/appendixs/appendix_kde_grad}
\chapter{KDE ROLL: Sigmoid Kernel — Explicit Equations}
\label{appendix:kde-sigmoid}
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח ד}{\quad\qquadKDE ROLL: ניסוח מפורש עם גרעין סיגמואיד}}{{\beginL\thepage\endL}}}
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח ה}{\quad\qquadKDE ROLL: ניסוח מפורש עם גרעין סיגמואיד}}{{\beginL\thepage\endL}}}
\input{content/appendixs/appendix_kde_sigmoid}
\chapter{KDE ROLL: Bisection for CDF Inversion}
\label{appendix:kde-bisection}
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח ה}{\quad\qquadKDE ROLL: היפוך CDF בשיטת חצייה}}{{\beginL\thepage\endL}}}
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח ו}{\quad\qquadKDE ROLL: היפוך CDF בשיטת חצייה}}{{\beginL\thepage\endL}}}
\input{content/appendixs/appendix_kde_bisection}
\chapter{KDE ROLL: Newton--Raphson Inversion (Superseded)}
\label{appendix:kde-nr}
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח ו}{\quad\qquadKDE ROLL: היפוך ניוטון-רפסון}}{{\beginL\thepage\endL}}}
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח ז}{\quad\qquadKDE ROLL: היפוך ניוטון-רפסון}}{{\beginL\thepage\endL}}}
\input{content/appendixs/appendix_kde_nr}
\chapter{ROLL Loss: Implementation Listing}
\label{appendix:roll-code}
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח ז}{\quad\qquadROLL: קוד מימוש}}{{\beginL\thepage\endL}}}
\addtocontents{tocheb}{\contentsline{chapter}{\protect\numberline{נספח ח}{\quad\qquadROLL: קוד מימוש}}{{\beginL\thepage\endL}}}
\input{content/appendixs/appendix_roll_code}
\end{appendices}
@@ -305,4 +310,4 @@
\include{Main_pages/abstract_heb}
\include{Main_pages/cover_heb}
\end{document}
\end{document}