diff --git a/tests/conftest.py b/tests/conftest.py
index 5288aa1f..25e8281c 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -64,7 +64,9 @@ def pytest_make_parametrize_id(config, val, argname):
     elif isinstance(val, nullcontext):
         optional_string = "does_not_raise()"
 
-    if isinstance(optional_string, str) and len(optional_string) > MAX_SIZE:
-        optional_string = optional_string[: MAX_SIZE - 3] + "+++"  # Can't use dots with pytest
+    if isinstance(optional_string, str):
+        optional_string = optional_string.replace("\n", " ")
+        if len(optional_string) > MAX_SIZE:
+            optional_string = optional_string[: MAX_SIZE - 3] + "+++"  # Can't use dots with pytest
 
     return optional_string
diff --git a/tests/unit/aggregation/test_values.py b/tests/unit/aggregation/test_values.py
index 67f24862..719be0c3 100644
--- a/tests/unit/aggregation/test_values.py
+++ b/tests/unit/aggregation/test_values.py
@@ -29,6 +29,7 @@
     TrimmedMean,
     UPGrad,
     UPGradWeighting,
+    Weighting,
 )
 
 J_base = tensor([[-4.0, 1.0, 1.0], [6.0, 1.0, 1.0]])
@@ -116,7 +117,7 @@ def test_aggregator_output(A: Aggregator, J: Tensor, expected_output: Tensor):
 
 
 @mark.parametrize(["W", "G", "expected_output"], WEIGHTING_PARAMETRIZATIONS)
-def test_weighting_output(W: Aggregator, G: Tensor, expected_output: Tensor):
+def test_weighting_output(W: Weighting, G: Tensor, expected_output: Tensor):
     """Test that the output values of a weighting are fixed (on cpu)."""
 
     assert_close(W(G), expected_output, rtol=0, atol=1e-4)
diff --git a/tests/unit/autogram/test_engine.py b/tests/unit/autogram/test_engine.py
index 00ae67b1..b96824ec 100644
--- a/tests/unit/autogram/test_engine.py
+++ b/tests/unit/autogram/test_engine.py
@@ -301,11 +301,13 @@ def test_compute_gramian_various_output_shapes(
     assert_close(autogram_gramian, expected_gramian, rtol=1e-4, atol=1e-5)
 
 
-def _non_empty_subsets(elements: set) -> list[set]:
+def _non_empty_subsets(S: set) -> list[list]:
     """
-    Generates the list of subsets of the given set, excluding the empty set.
+    Generates the list of subsets of the given set, excluding the empty set. The sets are returned
+    in the form of sorted lists so that the order is always the same, to make the parametrization of
+    the test reproducible.
     """
-    return [set(c) for r in range(1, len(elements) + 1) for c in combinations(elements, r)]
+    return [sorted(set(c)) for r in range(1, len(S) + 1) for c in combinations(S, r)]
 
 
 @mark.parametrize("gramian_module_names", _non_empty_subsets({"fc0", "fc1", "fc2", "fc3", "fc4"}))