Manav Garg

AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions

Transcendental functions, such as the exponential, are central to scientific computing, yet they cannot be natively calculated by digital hardware. Instead, computers must approximate these functions by combining basic operations, such as $\{+, -, \times, \div\}$, using methods like Taylor series. T…