After the murder of a baker, a police officer teams up with his partner on the case, Mr. Elephant. As more tracks are discovered, they go through different moments, until a terrible secret could end their friendship.
Over the course of one night while picking up abandoned furniture from the side of the road, one man confronts his own position in life and deals with the internal choices he has made in an attempt to achieve more.
In this talk, I will discuss whether overfitted DNNs in adversarial training can generalize from an approximation viewpoint. We prove by construction the existence of infinitely many adversarial training classifiers on over-parameterized DNNs that obtain arbitrarily small adversarial training error (overfitting), whereas achieving good robust generalization error under certain conditions concerning the data quality, well separated, and perturbation level. This construction is optimal and thus points out the fundamental limits of DNNs under adversarial training with statistical guarantees. Part of this talk comes from our recent work.
'Crabs In A Bucket', a feature film created by a three man team (Justyce Padilla, Nate Wilburn, and Sebastian Saavedra); is about Andy and Anthony. Two men connected by a dark past that run a scam cleaning service to steal from unsuspecting customers.
A Killer finds a fallen coin which introduces us to the chilling story of three friends falling in deep trouble after their paths crosses with the killer.
An alcoholic woman with a marriage on the rocks finds an unlikely ally in a wounded drug mule when the two of them are forced to defend her home from a violent siege of corrupt small town cops.
Jack is an Ex-Detective turned Hitman, who has recently been hired for a job from Clara, who seeks revenge for the murdered of her Husband Mario. The story all unfolds during a match of poker, as each players gets eliminated, Only two remain.
"Former cocaine smuggler Pieter Tritton returns for a second interview with Business Insider about his experience trafficking drugs from South America to the United Kingdom. Tritton says he started selling cocaine in the illegal rave scene in the UK in the 2000s. He then established a cartel connection and began importing cocaine to Europe in larger quantities. Tritton was arrested in Ecuador and served 10 years in prison there, first in Garcia Moreno in Quito, and later in Litoral Penitentiary in Guayaquil, which is one of the world's most violent and corrupt prisons. "He now works as a public speaker on the dangers of drugs, consults with the UK police force, and is writing a follow-up to his 2017 memoir, 'El Infierno: Drugs, Gangs, Riots and Murder: My time inside Ecuador's toughest prisons.'"