diff --git a/requirements.txt b/requirements.txt
index eb5c6bb..11871ec 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -39,5 +39,5 @@ statsmodels==0.14.0
 tensorflow-datasets~=4.5
 tensorflow-estimator~=2.4
 tensorflow-probability~=0.22.0
-tensorflow~=2.4
+tensorflow>=2.4.0,<=2.15.0
 tf-models-official~=2.13
diff --git a/setup.py b/setup.py
index 34a958f..41d6c7c 100644
--- a/setup.py
+++ b/setup.py
@@ -42,7 +42,7 @@ setuptools.setup(
         'packaging~=22.0',
         'scikit-learn>=1.0,==1.*',
         'scipy~=1.9',
-        'tensorflow-estimator~=2.4',
+        'tensorflow>=2.4.0,<=2.15.0',
         'tensorflow-probability~=0.22.0',
         'tensorflow~=2.4',
     ],
diff --git a/setup_empirical.py b/setup_empirical.py
index 7eed770..76c579f 100644
--- a/setup_empirical.py
+++ b/setup_empirical.py
@@ -43,7 +43,7 @@ setuptools.setup(
         'scikit-learn>=1.0,==1.*',
         'scipy~=1.9',
         'statsmodels==0.14.0',
-        'tensorflow~=2.4',
+        'tensorflow>=2.4.0,<=2.15.0',
         'tensorflow-privacy>=0.9.0',
         'tf-models-official~=2.13',
     ],