The benchmark comprises of 161 programming problems Across evaluated tasks, rahp yields compact models with stronger clever lower bounds and minimal change in clean accuracy, and it improves resistance to a wide variety of strong attacks Our analysis yields a novel robustness metric called clever, which is short for cross lipschitz extreme value for network robustness
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Back in the early 20th century, a horse named hans appeared to perform arithmetic and other intellectual tasks during exhibitions in germany, while it actually relied solely on involuntary cues in.
Many intellectual endeavors require mathematical problem solving, but this skill remains beyond the capabilities of computers
To measure this ability in machine learning models, we introduce math, a new dataset of 12,500 challenging competition mathematics problems
