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5270 Publications
2023 |Published| Conference Paper | IST-REx-ID: 14211 |
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Montagna, Francesco, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, and Francesco Locatello. “Causal Discovery with Score Matching on Additive Models with Arbitrary Noise.” In 2nd Conference on Causal Learning and Reasoning, 2023.
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2023 |Published| Conference Paper | IST-REx-ID: 14212 |
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Montagna, Francesco, Nicoletta Noceti, Lorenzo Rosasco, Kun Zhang, and Francesco Locatello. “Scalable Causal Discovery with Score Matching.” In 2nd Conference on Causal Learning and Reasoning, 2023.
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2023 |Published| Conference Paper | IST-REx-ID: 14214 |
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Liu, Yuejiang, Alexandre Alahi, Chris Russell, Max Horn, Dominik Zietlow, Bernhard Schölkopf, and Francesco Locatello. “Causal Triplet: An Open Challenge for Intervention-Centric Causal Representation Learning.” In 2nd Conference on Causal Learning and Reasoning, 2023.
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2023 |Published| Conference Paper | IST-REx-ID: 14217 |
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Moschella, Luca, Valentino Maiorca, Marco Fumero, Antonio Norelli, Francesco Locatello, and Emanuele Rodolà. “Relative Representations Enable Zero-Shot Latent Space Communication.” In The 11th International Conference on Learning Representations, 2023.
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2023 |Published| Conference Paper | IST-REx-ID: 14222 |
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Tangemann, Matthias, Steffen Schneider, Julius von Kügelgen, Francesco Locatello, Peter Gehler, Thomas Brox, Matthias Kümmerer, Matthias Bethge, and Bernhard Schölkopf. “Unsupervised Object Learning via Common Fate.” In 2nd Conference on Causal Learning and Reasoning, 2023.
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| arXiv
2023 |Published| Conference Paper | IST-REx-ID: 14218 |
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Seitzer, Maximilian, Max Horn, Andrii Zadaianchuk, Dominik Zietlow, Tianjun Xiao, Carl-Johann Simon-Gabriel Carl-Johann Simon-Gabriel, Tong He, et al. “Bridging the Gap to Real-World Object-Centric Learning.” In The 11th International Conference on Learning Representations, 2023.
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2023 |Published| Conference Paper | IST-REx-ID: 14219 |
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Zadaianchuk, Andrii, Matthaeus Kleindessner, Yi Zhu, Francesco Locatello, and Thomas Brox. “Unsupervised Semantic Segmentation with Self-Supervised Object-Centric Representations.” In The 11th International Conference on Learning Representations, 2023.
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2023 |Submitted| Preprint | IST-REx-ID: 14333 |
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Faller, Philipp M., Leena Chennuru Vankadara, Atalanti A. Mastakouri, Francesco Locatello, and Dominik Janzing. “Self-Compatibility: Evaluating Causal Discovery without Ground Truth.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2307.09552.
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| arXiv
2023 |Published| Journal Article | IST-REx-ID: 14277 |
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Boocock, Daniel R, Tsuyoshi Hirashima, and Edouard B Hannezo. “Interplay between Mechanochemical Patterning and Glassy Dynamics in Cellular Monolayers.” PRX Life. American Physical Society, 2023. https://doi.org/10.1103/prxlife.1.013001.
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2023 |Published| Journal Article | IST-REx-ID: 14314 |
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Nardin, Michele, Karola Käfer, Federico Stella, and Jozsef L Csicsvari. “Theta Oscillations as a Substrate for Medial Prefrontal-Hippocampal Assembly Interactions.” Cell Reports. Elsevier, 2023. https://doi.org/10.1016/j.celrep.2023.113015.
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| PubMed | Europe PMC
2023 |Published| Journal Article | IST-REx-ID: 14315 |
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Cho, Ukrae H., and Martin Hetzer. “Caspase-Mediated Nuclear Pore Complex Trimming in Cell Differentiation and Endoplasmic Reticulum Stress.” ELife. eLife Sciences Publications, 2023. https://doi.org/10.7554/eLife.89066.
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| PubMed | Europe PMC
2023 |Published| Journal Article | IST-REx-ID: 14319 |
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Anastos, Michael, David Fabian, Alp Müyesser, and Tibor Szabó. “Splitting Matchings and the Ryser-Brualdi-Stein Conjecture for Multisets.” Electronic Journal of Combinatorics. Electronic Journal of Combinatorics, 2023. https://doi.org/10.37236/11714.
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| arXiv
2023 |Published| Conference Paper | IST-REx-ID: 14318 |
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Sun, Yican, Hongfei Fu, Krishnendu Chatterjee, and Amir Kafshdar Goharshady. “Automated Tail Bound Analysis for Probabilistic Recurrence Relations.” In Computer Aided Verification, 13966:16–39. Springer Nature, 2023. https://doi.org/10.1007/978-3-031-37709-9_2.
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2023 |Published| Conference Paper | IST-REx-ID: 14317 |
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Akshay, S., Krishnendu Chatterjee, Tobias Meggendorfer, and Dorde Zikelic. “MDPs as Distribution Transformers: Affine Invariant Synthesis for Safety Objectives.” In International Conference on Computer Aided Verification, 13966:86–112. Springer Nature, 2023. https://doi.org/10.1007/978-3-031-37709-9_5.
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2023 |Published| Journal Article | IST-REx-ID: 14316 |
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Nagano, Makoto, Kaito Aoshima, Hiroki Shimamura, Daria E Siekhaus, Junko Y. Toshima, and Jiro Toshima. “Distinct Role of TGN-Resident Clathrin Adaptors for Vps21p Activation in the TGN-Endosome Trafficking Pathway.” Journal of Cell Science. The Company of Biologists, 2023. https://doi.org/10.1242/jcs.261448.
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| PubMed | Europe PMC
2023 |Published| Journal Article | IST-REx-ID: 14320 |
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Henderson, Paul M, Areg Ghazaryan, Alexander A. Zibrov, Andrea F. Young, and Maksym Serbyn. “Deep Learning Extraction of Band Structure Parameters from Density of States: A Case Study on Trilayer Graphene.” Physical Review B. American Physical Society, 2023. https://doi.org/10.1103/physrevb.108.125411.
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| arXiv
2023 |Published| Thesis | IST-REx-ID: 12732 |
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Brighi, Pietro. “Ergodicity Breaking in Disordered and Kinetically Constrained Quantum Many-Body Systems.” Institute of Science and Technology Austria, 2023. https://doi.org/10.15479/at:ista:12732.
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2023 |Published| Journal Article | IST-REx-ID: 14334 |
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Brighi, Pietro, Marko Ljubotina, and Maksym Serbyn. “Hilbert Space Fragmentation and Slow Dynamics in Particle-Conserving Quantum East Models.” SciPost Physics. SciPost Foundation, 2023. https://doi.org/10.21468/scipostphys.15.3.093.
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| arXiv
2023 |Published| Journal Article | IST-REx-ID: 14321 |
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Al Hyder, Ragheed, Alberto Cappellaro, Mikhail Lemeshko, and Artem Volosniev. “Achiral Dipoles on a Ferromagnet Can Affect Its Magnetization Direction.” The Journal of Chemical Physics. AIP Publishing, 2023. https://doi.org/10.1063/5.0165806.
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| arXiv
2023 |Published| Journal Article | IST-REx-ID: 14342 |
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Lorenc, Dusan, and Zhanybek Alpichshev. “Mid-Infrared Kerr Index Evaluation via Cross-Phase Modulation with a near-Infrared Probe Beam.” Applied Physics Letters. AIP Publishing, 2023. https://doi.org/10.1063/5.0161713.
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