This repo is a Python library to generate differentially private (DP) synthetic data without the need of any ML model training. It is based on the following papers that proposed Private Evolution (PE) ...

Machine learning models trained with differentially-private (DP) algorithms such as DP-SGD enjoy resilience against a wide range of privacy attacks. Although it is possible to derive bounds for some ...

What a Sunday it was in Dubai. Matt Fitzpatrick defeated Rory McIlroy on the first playoff hole at Jumeirah Golf Estates' Earth Course to win his third DP World Tour Championship title. However, it ...

Rasmus Neergaard-Peterson had a closing stretch that will change his life. Needing to play his final five holes in 5 under, he went eagle-birdie-par-birdie-birdie at Jumeirah Golf Estates' Earth ...

For the DP World Tour, it all came down to this: 52 players, 72 holes, no cut and $12 million up for grabs. That's the largest total purse of the season on the European circuit. Matt Fitzpatrick ...

After the first round of the DP World Tour Championship, it is an American who tops the leaderboard at Jumeirah Golf Estates in Dubai. Michael Kim was flawless across his first 18 holes of play at the ...