TCS+ talk: Wednesday, April 22 — Yichuan Wang, UC Berkeley
The next TCS+ talk will take place this coming Wednesday, April 22th at 1:00 PM Eastern Time (10:00 AM Pacific Time, 19:00 Central European Time, 17:00 UTC). Yichuan Wang from UC Berkeley will speak about “Superquadratic Lower Bounds for Depth-2 Linear Threshold Circuits” (abstract below).
You can reserve a spot as an individual or a group to join us live by signing up on the online form. Registration is not required to attend the interactive talk, and the link will be posted on the website the day prior to the talk; however, by registering in the form, you will receive a reminder, along with the link. (The recorded talk will also be posted on our website afterwards) As usual, for more information about the TCS+ online seminar series and the upcoming talks, or to suggest a possible topic or speaker, please see the website.
Abstract: Proving lower bounds against depth-2 linear threshold circuits (a.k.a. THR ◦ THR) is one of the frontier questions in complexity theory. Despite tremendous effort, our best lower bounds for THR ◦ THR only hold for sub-quadratic number of gates, which was proven a decade ago by Tamaki (ECCC TR16) and Alman, Chan, and Williams (FOCS 2016) for a hard function in E^NP.
In this work, we prove that there is a function f in E^NP that requires
-size THR ◦ THR circuits for any
. We obtain our new results by designing a new non-trivial algorithm for estimating the acceptance probability of an XOR of two
-size THR ◦ THR circuits, and apply Williams’ algorithmic method to obtain the desired lower bound.