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4950 Publications
2022 |Published| Thesis | IST-REx-ID: 11473 | 
Mysliwy, Krzysztof. Polarons in Bose Gases and Polar Crystals: Some Rigorous Energy Estimates. Institute of Science and Technology Austria, 2022, doi:10.15479/at:ista:11473.
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2022 |Published| Journal Article | IST-REx-ID: 10564 |
Mysliwy, Krzysztof, and Robert Seiringer. “Polaron Models with Regular Interactions at Strong Coupling.” Journal of Statistical Physics, vol. 186, no. 1, 5, Springer Nature, 2022, doi:10.1007/s10955-021-02851-w.
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 11402 |
Chatterjee, Krishnendu, and Laurent Doyen. “Graph Planning with Expected Finite Horizon.” Journal of Computer and System Sciences, vol. 129, Elsevier, 2022, pp. 1–21, doi:10.1016/j.jcss.2022.04.003.
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 14114 |
Zietlow, Dominik, et al. “Leveling down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers.” 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Institute of Electrical and Electronics Engineers, 2022, pp. 10400–11, doi:10.1109/cvpr52688.2022.01016.
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2022 |Published| Conference Paper | IST-REx-ID: 14168 |
Rahaman, Nasim, et al. “Neural Attentive Circuits.” 36th Conference on Neural Information Processing Systems, vol. 35, 2022.
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2022 |Submitted| Conference Paper | IST-REx-ID: 14170 |
Dittadi, Andrea, et al. “Generalization and Robustness Implications in Object-Centric Learning.” Proceedings of the 39th International Conference on Machine Learning, vol. 2022, ML Research Press, pp. 5221–85.
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 14172 |
Schott, Lukas, et al. “Visual Representation Learning Does Not Generalize Strongly within the Same Domain.” 10th International Conference on Learning Representations, 2022.
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2022 |Published| Conference Paper | IST-REx-ID: 14107 |
Yao, Jian, et al. “Self-Supervised Amodal Video Object Segmentation.” 36th Conference on Neural Information Processing Systems, 2022, doi:10.48550/arXiv.2210.12733.
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2022 |Published| Conference Paper | IST-REx-ID: 14171 |
Rolland, Paul, et al. “Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models.” Proceedings of the 39th International Conference on Machine Learning, vol. 162, ML Research Press, 2022, pp. 18741–53.
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2022 |Published| Conference Paper | IST-REx-ID: 14174 |
Dittadi, Andrea, et al. “The Role of Pretrained Representations for the OOD Generalization of Reinforcement Learning Agents.” 10th International Conference on Learning Representations, 2022.
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2022 |Published| Conference Paper | IST-REx-ID: 14175 |
Makansi, Osama, et al. “You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction.” 10th International Conference on Learning Representations, 2022.
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2022 |Submitted| Preprint | IST-REx-ID: 14220 |
Mambelli, Davide, et al. “Compositional Multi-Object Reinforcement Learning with Linear Relation Networks.” ArXiv, 2201.13388, doi:10.48550/arXiv.2201.13388.
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2022 |Submitted| Conference Paper | IST-REx-ID: 14215 |
Rahaman, Nasim, et al. “A General Purpose Neural Architecture for Geospatial Systems.” 36th Conference on Neural Information Processing Systems.
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2022 |Submitted| Preprint | IST-REx-ID: 12750 |
Brighi, Pietro, et al. “Hilbert Space Fragmentation and Slow Dynamics in Particle-Conserving Quantum East Models.” ArXiv, 2210.15607, doi:10.48550/arXiv.2210.15607.
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 11185 |
Arroyo Guevara, Alan M., and Stefan Felsner. “Approximating the Bundled Crossing Number.” WALCOM 2022: Algorithms and Computation, vol. 13174, Springer Nature, 2022, pp. 383–95, doi:10.1007/978-3-030-96731-4_31.
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2022 |Published| Conference Paper | IST-REx-ID: 12775 |
Grover, Kush, et al. “Anytime Guarantees for Reachability in Uncountable Markov Decision Processes.” 33rd International Conference on Concurrency Theory , vol. 243, 11, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022, doi:10.4230/LIPIcs.CONCUR.2022.11.
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 12510 |
Gruenbacher, Sophie A., et al. “GoTube: Scalable Statistical Verification of Continuous-Depth Models.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 36, no. 6, Association for the Advancement of Artificial Intelligence, 2022, pp. 6755–64, doi:10.1609/aaai.v36i6.20631.
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2022 |Published| Journal Article | IST-REx-ID: 10802 |
Konstantinov, Nikola H., and Christoph Lampert. “Fairness-Aware PAC Learning from Corrupted Data.” Journal of Machine Learning Research, vol. 23, ML Research Press, 2022, pp. 1–60.
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2022 |Published| Conference Paper | IST-REx-ID: 13241 |
Konstantinov, Nikola H., and Christoph Lampert. “On the Impossibility of Fairness-Aware Learning from Corrupted Data.” Proceedings of Machine Learning Research, vol. 171, ML Research Press, 2022, pp. 59–83.
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 10566 |
Li, Mengyao, et al. “Room Temperature Aqueous-Based Synthesis of Copper-Doped Lead Sulfide Nanoparticles for Thermoelectric Application.” Chemical Engineering Journal, vol. 433, 133837, Elsevier, 2022, doi:10.1016/j.cej.2021.133837.
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