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cs.CC2022
Certification with an NP Oracle
Guy Blanc, Caleb Koch, Jane Lange +2
In the certification problem, the algorithm is given a function with certificate complexity and an input , and the goal is to find a certificate of size $\le \text…
cs.CC2022
Superpolynomial Lower Bounds for Decision Tree Learning and Testing
Caleb Koch, Carmen Strassle, Li-Yang Tan
We establish new hardness results for decision tree optimization problems, adding to a line of work that dates back to Hyafil and Rivest in 1976. We prove, under randomized ETH, su…