diff --git a/telethon/client/users.py b/telethon/client/users.py
index eda3e040..71c72db3 100644
--- a/telethon/client/users.py
+++ b/telethon/client/users.py
@@ -89,6 +89,7 @@ class UserMethods:
                     return result
             except (errors.ServerError, errors.RpcCallFailError,
                     errors.RpcMcgetFailError, errors.InterdcCallErrorError,
+                    errors.TimedOutError,
                     errors.InterdcCallRichErrorError) as e:
                 last_error = e
                 self._log[__name__].warning(