summaryrefslogtreecommitdiffstats
diff options
context:
space:
mode:
authorThibaut Horel <thibaut.horel@gmail.com>2013-07-08 18:36:10 +0200
committerThibaut Horel <thibaut.horel@gmail.com>2013-07-08 18:36:10 +0200
commita9a63ce0c0f152df3a8c50abe852bf61617b72b7 (patch)
tree7e6653bf74b548e97b993ebee17497adf5cc8d88
parent8b0ff8b04df3adf80bf9b5bc6c98c224a8bd8f46 (diff)
downloadrecommendation-a9a63ce0c0f152df3a8c50abe852bf61617b72b7.tar.gz
Fix theorem for non-homotropic prior
-rw-r--r--general.tex14
1 files changed, 8 insertions, 6 deletions
diff --git a/general.tex b/general.tex
index 87475a4..b219247 100644
--- a/general.tex
+++ b/general.tex
@@ -15,15 +15,17 @@ analysis of the approximation ratio \emph{mutatis mutandis}, we get the followin
Theorem~\ref{thm:main}.
\begin{theorem}
- There exists a truthful, individually rational and budget feasible mechanism for the objective
- function $V$ given by \eqref{dcrit}. Furthermore, for any $\varepsilon
- > 0$, in time $O(\text{poly}(n, d, \log\log \varepsilon^{-1}))$,
- the algorithm computes a set $S^*$ such that:
+ For any $\delta>0$, there exists a $\delta$-truthful, individually rational
+ and budget feasible mechanism for the objective function $V$ given by
+ \eqref{dcrit}. Furthermore, let us denote by $\lambda$ (resp. $\Lambda$) the
+ smallest (resp. largest) eigenvalue of $R$, then for any $\varepsilon > 0$, in time
+ $O(\text{poly}(n, d, \log\log\frac{B\Lambda}{\varepsilon\delta b\lambda}))$,
+ the mechanism computes a set $S^*$ such that:
\begin{displaymath}
OPT \leq
- \frac{5e-1}{e-1}\frac{2\mu}{\log(1+\mu)}V(S^*) + 5.1 + \varepsilon
+ \bigg(\frac{6e-2}{e-1}\frac{1/\lambda}{\log(1+1/\lambda)}+ 4.66\bigg)V(S^*)
+ + \varepsilon.
\end{displaymath}
-where $\mu$ is the smallest eigenvalue of $R$.
\end{theorem}
\subsection{Non-Bayesian Setting}