Update README.md

README.md

@@ -5,7 +5,7 @@ Naively applying the formulas from the paper gave poor results when trying to ap
 
 ## The Approach
 
-The goal is to estimate which parameters of each model is very important and which parameters are less important. The way I did this was by first computing gradients with respect to this objective:
+The goal is to estimate which parameters of each model are very important and which parameters are less important. The way I did this was by first computing gradients with respect to this objective:
 
 $$
 L = E_{x \sim p(x), t \propto \frac{1}{snr_t}} \big[\frac{L_0(x, t)}{C(x, t)}\big]