conftrace_

average-case learning

2 papers

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Co-occurring keywords · papers mentioning both

junta function (1) heuristic pac learning (1) auxiliary input one way function (1) one-way function (1) worst-case perturbation (1) risk-aware optimization (1) probabilistic robustness (1) concept class (1) fourier transform (1) adversarial training (1)

Papers

Probabilistically Robust Learning: Balancing Average and Worst-case Performance ICML 2022 A Theory of Heuristic Learnability COLT 2021