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Jun 12, 2023 at 11:41 comment added Chen Zeno Thank you for the answer!
Jun 12, 2023 at 8:12 comment added user42355 Very nice! So essentially, if $u_i^T a > 0$ for every $i$, then you prove $\sum_i (u_i^T a) (u_i^T w) \le \frac{1 + a^T w}{2}$, and for a general $a$, applying this for $a$ and $-a$ for the relevant $u_j$'s, and summing up, we get the upper bound $\frac{1 + a^T w}{2} + \frac{1 - a^T w}{2} = 1$.
Jun 12, 2023 at 6:59 comment added jmd Thanks, I corrected it. I meant "for $i\neq j$".
Jun 12, 2023 at 6:53 history edited jmd CC BY-SA 4.0
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Jun 12, 2023 at 5:37 history edited jmd CC BY-SA 4.0
edited body
Jun 12, 2023 at 3:31 comment added Iosif Pinelis The condition $u_i^T u_j \leq 0$ for all $i,j$ can only hold if $u_i=0$ for all $i$.
Jun 11, 2023 at 23:41 history edited jmd CC BY-SA 4.0
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Jun 11, 2023 at 23:10 history answered jmd CC BY-SA 4.0