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Electronic Colloquium on Computational Complexity

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TR26-005 | 13th January 2026
Matt Kovacs-Deak, Daochen Wang, Rain Zimin Yang

Rational degree is polynomially related to degree

We prove that $\mathrm{deg}(f) \leq 2 \, \mathrm{rdeg}(f)^4$ for every Boolean function $f$, where $\mathrm{deg}(f)$ is the degree of $f$ and $\mathrm{rdeg}(f)$ is the rational degree of $f$. This resolves the second of the three open problems stated by Nisan and Szegedy, and attributed to Fortnow, in 1994.

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TR26-004 | 16th January 2026
Ilya Volkovich

Yet Another Proof that $BPP \subseteq PH$

We present a new, simplified proof that the complexity class BPP is contained in the Polynomial Hierarchy (PH), using $k$-wise independent hashing as the main tool. We further extend this approach to recover several other previously known inclusions between complexity classes. Our techniques are inspired by the work of Bellare, ... more >>>


TR26-003 | 11th January 2026
Swastik Kopparty

Recovering polynomials over finite fields from noisy character values

Let $g(X)$ be a polynomial over a finite field ${\mathbb F}_q$ with degree $o(q^{1/2})$, and let $\chi$ be the quadratic residue character. We give a polynomial time algorithm to recover $g(X)$ (up to perfect square factors) given the values of $\chi \circ g$ on ${\mathbb F}_q$, with up to a ... more >>>



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