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Task Discovery: Findingthe Tasksthat Neural Networks Generalizeon

Neural Information Processing Systems

See Fig. task-specificanylinear high-AS edefines T e ={t | =( e, l), l 2Rd}. InordertoT e in Eq. andsample l ateach average, discovery e that risetotheT e (see Different (e.g., 32 0.68compared discovered sampling 6






Interpretable Graph Networks Formulate Universal Algebra Conjectures

Neural Information Processing Systems

The rise of Artificial Intelligence (AI) recently empowered researchers to investigate hard mathematical problems which eluded traditional approaches for decades. Y et, the use of AI in Universal Algebra (UA)--one of the fields laying the foundations of modern mathematics--is still completely unexplored.