diff --git a/python/requirements/ml/requirements_train.txt b/python/requirements/ml/requirements_train.txt
index 5f999b3648f4..a28d2333b6b7 100644
--- a/python/requirements/ml/requirements_train.txt
+++ b/python/requirements/ml/requirements_train.txt
@@ -3,7 +3,7 @@
 -r requirements_dl.txt
 
 mlflow==1.30.0; python_version <= '3.7'
-mlflow==2.2.2; python_version > '3.7'
+mlflow==2.16.0; python_version > '3.7'
 tensorboardX==2.4.1
 
 # Dependencies for Hugging Face examples & tests:
diff --git a/python/requirements/ml/requirements_tune.txt b/python/requirements/ml/requirements_tune.txt
index f85c4d9299f5..42e023fe473f 100644
--- a/python/requirements/ml/requirements_tune.txt
+++ b/python/requirements/ml/requirements_tune.txt
@@ -23,7 +23,7 @@ jupyterlab==3.6.1
 lightgbm==3.3.5
 matplotlib!=3.4.3
 mlflow==1.30.0; python_version <= '3.7'
-mlflow==2.2.2; python_version > '3.7'
+mlflow==2.16.0; python_version > '3.7'
 # Unavailable for arm64 in more recent versions
 mxnet==1.8.0.post0; platform_machine != "arm64"
 nevergrad==0.4.3.post7