If we replace ( the standard definition of the Riemann integral)
Definition 1. $$\int_a^b f(x)\,dx:=\lim_{\lambda \to 0} \sum_{j=1}^{j=n}f(\xi_j)\Delta x_j $$ with $a=x_0<x_1<x_2<\dots<x_{n-1}<x_n=b, \Delta x_j:=x_{j}-x_{j-1},j=1,\dots,n$,$\lambda:=\max_{1\le j\le n} \Delta x_j,$ and $\xi_j$ being an arbitrary point of the closed interval $[x_{j-1},x_j]$ by
Definition 2. $$\int_a^b f(x)\,dx:=\lim_{ \lambda \to 0} \sum_{j=1}^{j=n}f(x_j)\Delta x_j $$ (pay your attention to $f(x_j)$ instead of $f(\xi_j)$),is the same set of integrable functions obtained? It's clear that definition 1 implies definition 2. It is not clear whether definition 2 implies standard definition 1.
A proof, a counterexample, and a reference are welcome.
Many thanks from me to @Matematleta for the references to the answers. For completeness, I know how to prove the equivalence of definition 1 and
Definition 3. $$\int_a^b f(x)\,dx:=\lim_{n \to \infty} \sum_{j=1}^{j=n}f(\xi_j)\frac {b-a} n $$ with $\xi_j$ being an arbitrary point of the closed interval $[a+(j-1)(b-a)/n,a+j(b-a)/n]$ and it is not difficult.
I don't think that is new. A reference is welcome.