The role of pretrained representations for the OOD generalization of  reinforcement learning agents
A. Dittadi, F. Träuble, M. Wüthrich, F. Widmaier, P. Gehler, O. Winther, F. Locatello, O. Bachem, B. Schölkopf, S. Bauer, in:, 10th International Conference on Learning Representations, 2022.
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You mostly walk alone: Analyzing feature attribution in trajectory prediction
O. Makansi, J. von Kügelgen, F. Locatello, P. Gehler, D. Janzing, T. Brox, B. Schölkopf, in:, 10th International Conference on Learning Representations, 2022.
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Compositional multi-object reinforcement learning with linear relation networks
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A general purpose neural architecture for geospatial systems
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Hilbert space fragmentation and slow dynamics in particle-conserving quantum East models
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WAR and SAR: Two tRNA synthetases implicated in autosomal recessive microcephaly
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A homozygous ME C-terminal variant causes a lethal neurodegenerative disease
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Biallelic variants in WAR cause a highly variable neurodevelopmental syndrome and implicate a critical exon for normal auditory function
S.-J. Lin, B. Vona, H.M. Porter, M. Izadi, K. Huang, Y. Lacassie, J.A. Rosenfeld, S. Khan, C. Petree, T.A. Ali, N. Muhammad, S.A. Khan, N. Muhammad, P. Liu, M.-L. Haymon, F. Rueschendorf, I.-K. Kong, L. Schnapp, N. Shur, L. Chorich, L. Layman, T. Haaf, E. Pourkarimi, H.-G. Kim, G.K. Varshney, Human Mutation 43 (2022) 1472–1489.
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Approximating the bundled crossing number
A.M. Arroyo Guevara, S. Felsner, in:, WALCOM 2022: Algorithms and Computation, Springer Nature, 2022, pp. 383–395.
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Anytime guarantees for reachability in uncountable Markov decision processes
K. Grover, J. Kretinsky, T. Meggendorfer, M. Weininger, in:, 33rd International Conference on Concurrency Theory , Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.
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GoTube: Scalable statistical verification of continuous-depth models
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Fairness-aware PAC learning from corrupted data
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On the impossibility of fairness-aware learning from corrupted data
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Room temperature aqueous-based synthesis of copper-doped lead sulfide nanoparticles for thermoelectric application
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High-dimensional expanders (after Gromov, Kaufman, Kazhdan, Lubotzky, and others)
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Retrograde movements determine effective stem cell numbers in the intestine
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Adenylate cyclase activity of TI/AFB auxin receptors in plants
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Specific N-glycans regulate an extracellular adhesion complex during somatosensory dendrite patterning
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Phase-locking flows between orthogonally stretching parallel plates
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Spontaneous aggregation of convective storms
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