Boosting AI Detector Reliability with Smart Data Fusion
![The system contrasts conventional supervised learning-with distinct training and inference phases-against a proposed inference method utilizing resampling to generate multiple samples from a single observation, notably excluding [latex]\text{Char}(f)[/latex] from model inputs when the characteristic function is unknown to enhance robustness and explore solution space.](https://arxiv.org/html/2602.23315v1/2602.23315v1/x2.png)
A new technique combines the outputs of AI-based wireless detectors to significantly improve accuracy and reduce prediction uncertainty.
![The system contrasts conventional supervised learning-with distinct training and inference phases-against a proposed inference method utilizing resampling to generate multiple samples from a single observation, notably excluding [latex]\text{Char}(f)[/latex] from model inputs when the characteristic function is unknown to enhance robustness and explore solution space.](https://arxiv.org/html/2602.23315v1/2602.23315v1/x2.png)
A new technique combines the outputs of AI-based wireless detectors to significantly improve accuracy and reduce prediction uncertainty.

According to TMZ, the 39-year-old actor was arrested and booked into jail around 1:30 PM on Saturday for alleged domestic violence.

The TV series Wayward Pines is adapted from Blake Crouch’s Pines novels. It’s known for its detailed and fascinating backstory, and its overall style feels similar to The Twilight Zone. The pilot episode, directed by M. Night Shyamalan, really captures that Twilight Zone feeling, and is enjoyable even if you don’t continue watching the rest of the show.

Sam Raimi’s latest film, Send Help, is receiving rave reviews, scoring 94% on Rotten Tomatoes – just slightly higher than his acclaimed Spider-Man 2. The movie is also doing well financially, earning more than twice its production cost. It’s clear from Send Help that Raimi excels at horror, and fans would likely enjoy seeing him make more films in this genre.

In December 2020, Showtime premiered Your Honor, starring Bryan Cranston, along with Isiah Whitlock Jr., Michael Stuhlbarg, and Hunter Doohan. The show was inspired by the Israeli series Kvodo. Cranston’s portrayal of Walter White in the early seasons of Breaking Bad showed him as a typical family man who, after receiving a cancer diagnosis, desperately tried to provide for his family’s future. The series then followed his transformation into a powerful drug lord controlling a criminal empire.

After playing Detective Inspector Jack Mooney on the BBC show Death in Paradise for three years, Ardal O’Hanlon is moving to the stage. He’ll be appearing in a new West End production of The Truth.

Jack Whitehall welcomed Tim Burgess onto the stage, and Burgess began the In Memoriam segment with a speech honoring bassist Mani.

Following US airstrikes, Iran launched retaliatory attacks throughout the Middle East on Saturday, and one missile hit a luxury hotel.

The 28-year-old beauty entrepreneur shared a photo on Friday of herself eating a banana before heading to the BAFTAs with her boyfriend, Timothée Chalamet.

The former Married at First Sight contestant posted an old photo on TikTok showing them together at a busy bar in Saint Martin in 2014, years before they became known on reality television.