text: Title: Resolve API Violation Exceptions in Katib API
  Body: ### What you would like to be added?
  
  We should resolve API violation exceptions in:
  
  https://github.com/kubeflow/katib/blob/eb8af4d50266b51c77ea895585ff535c8e9137f9/hack/violation_exception_v1beta1.list#L1-L30
  
  ### Why is this needed?
  
  As we discussed in https://github.com/kubeflow/katib/pull/2463#discussion_r1878566117, we will create this issue as the tracker for resolving those API violation exceptions
  
  /remove-label lifecycle/needs-triage
  /good-first-issue
  /area api
  
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