Williams (STOC 2025) recently proved that time-$t$ multitape Turing machines can be simulated using $O(\sqrt{t \log t})$ space using the Cook-Mertz (STOC 2024) tree evaluation procedure. As Williams notes, applying this result to fast algorithms for the circuit value problem implies an $O(\sqrt{s} \cdot \mathrm{polylog}\; s)$ space algorithm for evaluating ... more >>>

Two fundamental problems on directed graphs are to decide $s$-$t$ connectivity, and to estimate the behavior of random walks. Currently, there is no known algorithm for $s$-$t$ connectivity running in polynomial time and $n^{o(1)}$ space, and no known algorithm for estimating the $n$-step random walk matrix running in non-deterministic logspace. ... more >>>

We investigate the sample complexity of mutual information and conditional mutual information testing. For conditional mutual information testing, given access to independent samples of a triple of random variables $(A, B, C)$ with unknown distribution, we want to distinguish between two cases: (i) $A$ and $C$ are conditionally independent, i.e., ... more >>>