diff --git a/experiments/circles.jl b/experiments/circles.jl
index f0e342c5e4056cd3c60140a176e3d94b4b4e5ce4..ba1ab543c9207665d493b8194c654353b4a412ff 100644
--- a/experiments/circles.jl
+++ b/experiments/circles.jl
@@ -8,6 +8,6 @@ run_experiment(
     sampling_steps=20,
     Λ=[0.25, 0.75, 0.75],
     opt=Flux.Optimise.Descent(0.01),
-    nsamples=10,
-    nmin=10,
+    nsamples=1,
+    nmin=1,
 )
\ No newline at end of file
diff --git a/experiments/linearly_separable.jl b/experiments/linearly_separable.jl
index 638010158f5e2d2902f2f926986f8c1739d6f9f5..faa3bf278e56aa1d9ef5c3ced6a2dc43b2f361b0 100644
--- a/experiments/linearly_separable.jl
+++ b/experiments/linearly_separable.jl
@@ -6,6 +6,6 @@ counterfactual_data, test_data = train_test_split(
 run_experiment(
     counterfactual_data, test_data; 
     dataname="Linearly Separable",
-    nsamples=10,
-    nmin=10,
+    nsamples=1,
+    nmin=1,
 )
\ No newline at end of file
diff --git a/experiments/moons.jl b/experiments/moons.jl
index 11743d4d6870dc2ff3e0916037d68ea29ce3b173..e278453caf230c907c6fe9405f01d0a11c9b0496 100644
--- a/experiments/moons.jl
+++ b/experiments/moons.jl
@@ -10,6 +10,6 @@ run_experiment(
     sampling_steps=30,
     Λ=[0.25, 0.75, 0.75],
     opt=Flux.Optimise.Descent(0.05),
-    nsamples=10,
-    nmin=10
+    nsamples=1,
+    nmin=1
 )
\ No newline at end of file