Tootfinder

A Transformer-Based Neural Network for Optimal Deterministic-Allocation and Anonymous Joint Auction Design
Zhen Zhang, Luowen Liu, Wanzhi Zhang, Zitian Guo, Kun Huang, Qi Qi, Qiang Liu, Xingxing Wang
https://arxiv.org/abs/2506.02435

A Transformer-Based Neural Network for Optimal Deterministic-Allocation and Anonymous Joint Auction Design
With the advancement of machine learning, an increasing number of studies are employing automated mechanism design (AMD) methods for optimal auction design. However, all previous AMD architectures designed to generate optimal mechanisms that satisfy near dominant strategy incentive compatibility (DSIC) fail to achieve deterministic allocation, and some also lack anonymity, thereby impacting the efficiency and fairness of advertising allocation. This has resulted in a notable discrepancy between…

The billions and billions of dollars this bill pumps into ICE far exceed any conceivable legitimate need the agency could have, even if you agree with its mission.
This bill takes the same masked, anonymous gunmen who have been kidnapping people off the streets and gives them a budget the size of a military.
This is not about honoring the law. This is not even about immigrants.
This is about creating a police state.
I see no other way to read these numbers.
https://mastodon.world/@MJmusicinears/114764606160963355

That’s an excellent move.
Let’s make it national.
Decades ago, my first wife was a librarian and met a lot of people. She was a friendly person. She befriended a guy who seemed to misunderstand friendship. We ended up having to refuse entry to CPS twice in the ensuing 3 weeks. Thankfully, they didn’t deem either anonymous report worth seeking a warrant.

Hello!
I have a happy favour to ask.
Last year, I had a US intern working with us and she now is looking for help that you- good reader of this account- could give.
(She needs academic survey participants)
Check out her flyer below, click the link, and please RT
http…

Research Study on Data Privacy and Collective Redress
A researcher at University College Dublin wants to conduct anonymous interviews to learn about why you would or would not participate in a legal action to rectify a data protection violation. This information can be used to help nonprofit organizations better represent you when organizations violate your data protection rights. Provide your email to receive more information. All personally identifiable information will be deleted following completion of the study.