Elimination of All Bad Local Minima in Deep Learning by Kawaguchi, Kenji, Kaelbling, Leslie P

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Distributionally robust submodular maximization by Staib, Matthew, Wilder, B, Jegelka, Stefanie Sabrina

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Exploring the landscape of spatial robustness by Engstrom, Logan G., Tran, Brandon, Tsipras, Dimitris, Schmidt, Ludwig, Madry, Aleksander

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Learning determinantal point processes by corrective negative sampling by Mariet, Zelda, Gartrell, Mike, Sra, Suvrit

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Counterfactual off-policy evaluation with gumbel-max structural causal models by Oberst, Michael, Sontag, David Alexander

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Optimal recovery of tensor slices by Farias, Vivek F., Li, Andrew A.

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Deriving neural architectures from sequence and graph kernels by Lei, Tao, Jin, Wengong, Barzilay, Regina, Jaakkola, Tommi S

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MetaFun: meta-learning with iterative functional updates by Xu, J, Ton, J-F, Kim, H, Kosiorek, AR, Teh, YW

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Learning decision policies with instrumental variables through double machine learning by Shao, D, Soleymani, A, Quinzan, F, Kwiatkowska, M

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