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10590 Publications
2024 | Submitted | Preprint | IST-REx-ID: 18999 |

Chromatic topological data analysis
S. Cultrera di Montesano, O. Draganov, H. Edelsbrunner, M. Saghafian, ArXiv (n.d.).
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S. Cultrera di Montesano, O. Draganov, H. Edelsbrunner, M. Saghafian, ArXiv (n.d.).
2024 | Published | Conference Paper | IST-REx-ID: 14946 |

Multi-view causal representation learning with partial observability
D. Yao, D. Xu, S. Lachapelle, S. Magliacane, P. Taslakian, G. Martius, J. von Kügelgen, F. Locatello, in:, 12th International Conference on Learning Representations, Curran Associates, 2024.
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D. Yao, D. Xu, S. Lachapelle, S. Magliacane, P. Taslakian, G. Martius, J. von Kügelgen, F. Locatello, in:, 12th International Conference on Learning Representations, Curran Associates, 2024.
2024 | Published | Book (Editor) | IST-REx-ID: 18899
Optimal Transport on Quantum Structures
J. Maas, S.A.E. Rademacher, T. Titkos, D. Virosztek, eds., Optimal Transport on Quantum Structures, Springer Nature, Cham, 2024.
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J. Maas, S.A.E. Rademacher, T. Titkos, D. Virosztek, eds., Optimal Transport on Quantum Structures, Springer Nature, Cham, 2024.
2024 | Published | Journal Article | IST-REx-ID: 19051 |

The polynomial sieve and equal sums of like polynomials
T.D. Browning, International Mathematics Research Notices 2024 (2024) 10165–10168.
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T.D. Browning, International Mathematics Research Notices 2024 (2024) 10165–10168.
2024 | Published | Preprint | IST-REx-ID: 19063 |

Can LLMs separate instructions from data? And what do we even mean by that?
E. Zverev, S. Abdelnabi, S. Tabesh, M. Fritz, C. Lampert, ArXiv (2024).
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E. Zverev, S. Abdelnabi, S. Tabesh, M. Fritz, C. Lampert, ArXiv (2024).
2024 | Published | Conference Paper | IST-REx-ID: 17236 |

A simpler and parallelizable O(√log n)-approximation algorithm for sparsest cut
V. Kolmogorov, in:, Proceedings of the 36th ACM Symposium on Parallelism in Algorithms and Architectures, Association for Computing Machinery, 2024, pp. 403–414.
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V. Kolmogorov, in:, Proceedings of the 36th ACM Symposium on Parallelism in Algorithms and Architectures, Association for Computing Machinery, 2024, pp. 403–414.
2024 | Published | Journal Article | IST-REx-ID: 17233 |

Versatile cloning strategy for efficient multigene editing in Arabidopsis
Z. LI, J. Huard, E.M. Bayer, V. Wattelet-Boyer, Bio-Protocol 14 (2024).
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Z. LI, J. Huard, E.M. Bayer, V. Wattelet-Boyer, Bio-Protocol 14 (2024).
2024 | Published | Journal Article | IST-REx-ID: 18704 |

Coat stiffening can explain invagination of clathrin-coated membranes
F.F. Frey, U.S. Schwarz, Physical Review E 110 (2024).
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F.F. Frey, U.S. Schwarz, Physical Review E 110 (2024).
2024 | Published | Journal Article | IST-REx-ID: 15322
Multiple charge carrier species as a possible cause for triboelectric cycles
J.C.A. Sobarzo Ponce, S.R. Waitukaitis, Physical Review E 109 (2024).
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J.C.A. Sobarzo Ponce, S.R. Waitukaitis, Physical Review E 109 (2024).
2024 | Published | Journal Article | IST-REx-ID: 15002 |

Fractal states of the Schwinger model
E. Petrova, E.S. Tiunov, M.C. Bañuls, A.K. Fedorov, Physical Review Letters 132 (2024).
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E. Petrova, E.S. Tiunov, M.C. Bañuls, A.K. Fedorov, Physical Review Letters 132 (2024).
2024 | Published | Journal Article | IST-REx-ID: 19408 |

Continual learning: Applications and the road forward
E. Verwimp, R. Aljundi, S. Ben-David, M. Bethge, A. Cossu, A. Gepperth, T.L. Hayes, E. Hüllermeier, C. Kanan, D. Kudithipudi, C. Lampert, M. Mundt, R. Pascanu, A. Popescu, A.S. Tolias, J. Van De Weijer, B. Liu, V. Lomonaco, T. Tuytelaars, G.M. Van De Ven, Transactions on Machine Learning Research 2024 (2024).
[Published Version]
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E. Verwimp, R. Aljundi, S. Ben-David, M. Bethge, A. Cossu, A. Gepperth, T.L. Hayes, E. Hüllermeier, C. Kanan, D. Kudithipudi, C. Lampert, M. Mundt, R. Pascanu, A. Popescu, A.S. Tolias, J. Van De Weijer, B. Liu, V. Lomonaco, T. Tuytelaars, G.M. Van De Ven, Transactions on Machine Learning Research 2024 (2024).
2024 | Published | Journal Article | IST-REx-ID: 18522 |

The Dsc ubiquitin ligase complex identifies transmembrane degrons to degrade orphaned proteins at the Golgi
Y. Weyer, S.I. Schwabl, X. Tang, A. Purwar, K. Siegmann, A. Ruepp, T. Dunzendorfer-Matt, M.A. Widerin, V. Niedrist, N.J.M. Mutsters, M.G. Tettamanti, S. Weys, B. Sarg, L. Kremser, K.R. Liedl, O. Schmidt, D. Teis, Nature Communications 15 (2024).
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Y. Weyer, S.I. Schwabl, X. Tang, A. Purwar, K. Siegmann, A. Ruepp, T. Dunzendorfer-Matt, M.A. Widerin, V. Niedrist, N.J.M. Mutsters, M.G. Tettamanti, S. Weys, B. Sarg, L. Kremser, K.R. Liedl, O. Schmidt, D. Teis, Nature Communications 15 (2024).
2024 | Published | Journal Article | IST-REx-ID: 19446
Large-scale population data enrichment in mental health research
Nees F, Renner P, Holz NE, Polemiti E, Siehl S, Hese S, Schepanski K, Schumann G, Walter H, Heinz A, Ralser M, Twardziok S, Vaidya N, Bernas A, Serin E, Jentsch M, Hitchen E, Kebir H, Lett TA, Roy JC, Eils R, Taron UH, Schütz T, Banks J, Banaschewski T, Jansone K, Christmann N, Meyer-Lindenberg A, Tost H, Holz N, Schwarz E, Stringaris A, Neidhart M, Seefried B, Aden R, Andreassen OA, Westlye LT, Van Der Meer D, Fernandez S, Kjelkenes R, Ask H, Rapp M, Tschorn M, Böttger SJ, Marquand A, Novarino G, Marr L, Slater M, Viapiana GF, Orosa FE, Gallego J, Pastor A, Forstner AJ, Hoffmann P, Nöthen MM, Claus I, Miller A, Mathey CM, Heilmann-Heimbach S, Sommer P, Patraskaki M, Wilbertz J, Schmitt K, Jirsa V, Petkoski S, Pitel S, Otten L, Athanasiadis AP, Pearmund C, Spanlang B, Alvarez E, Sanchez M, Giner A, Jia T, Gong Y, Xia Y, Chang X, Calhoun V, Liu J, Schwalber A, Thompson P, Clinton N, Desrivières S, Young AH, Stahl B, Ogoh G. 2024. Large-scale population data enrichment in mental health research. Nature Mental Health. 2(10), 1124–1127.
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Nees F, Renner P, Holz NE, Polemiti E, Siehl S, Hese S, Schepanski K, Schumann G, Walter H, Heinz A, Ralser M, Twardziok S, Vaidya N, Bernas A, Serin E, Jentsch M, Hitchen E, Kebir H, Lett TA, Roy JC, Eils R, Taron UH, Schütz T, Banks J, Banaschewski T, Jansone K, Christmann N, Meyer-Lindenberg A, Tost H, Holz N, Schwarz E, Stringaris A, Neidhart M, Seefried B, Aden R, Andreassen OA, Westlye LT, Van Der Meer D, Fernandez S, Kjelkenes R, Ask H, Rapp M, Tschorn M, Böttger SJ, Marquand A, Novarino G, Marr L, Slater M, Viapiana GF, Orosa FE, Gallego J, Pastor A, Forstner AJ, Hoffmann P, Nöthen MM, Claus I, Miller A, Mathey CM, Heilmann-Heimbach S, Sommer P, Patraskaki M, Wilbertz J, Schmitt K, Jirsa V, Petkoski S, Pitel S, Otten L, Athanasiadis AP, Pearmund C, Spanlang B, Alvarez E, Sanchez M, Giner A, Jia T, Gong Y, Xia Y, Chang X, Calhoun V, Liu J, Schwalber A, Thompson P, Clinton N, Desrivières S, Young AH, Stahl B, Ogoh G. 2024. Large-scale population data enrichment in mental health research. Nature Mental Health. 2(10), 1124–1127.
2024 | Published | Journal Article | IST-REx-ID: 14851 |

Die faszinierende Topologie rotierender Quanten
V. Karle, M. Lemeshko, Physik in unserer Zeit 55 (2024) 28–33.
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V. Karle, M. Lemeshko, Physik in unserer Zeit 55 (2024) 28–33.
2024 | Published | Journal Article | IST-REx-ID: 19486 |

The 3-isogeny selmer groups of the elliptic curves y2=x3+n2
Chan, Yik Tung, The 3-isogeny selmer groups of the elliptic curves y2=x3+n2. International Mathematics Research Notices 2024 (9). 2024
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Chan, Yik Tung, The 3-isogeny selmer groups of the elliptic curves y2=x3+n2. International Mathematics Research Notices 2024 (9). 2024
2024 | Published | Journal Article | IST-REx-ID: 17092 |

Intrinsic neural excitability biases allocation and overlap of memory engrams
Delamare, Geoffroy, Intrinsic neural excitability biases allocation and overlap of memory engrams. Journal of Neuroscience 44 (21). 2024
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Delamare, Geoffroy, Intrinsic neural excitability biases allocation and overlap of memory engrams. Journal of Neuroscience 44 (21). 2024
2024 | Published | Journal Article | IST-REx-ID: 19470
Acute and circadian feedforward regulation of agouti-related peptide hunger neurons
Douglass, Amelia May Barnett, Acute and circadian feedforward regulation of agouti-related peptide hunger neurons. Cell Metabolism 37 (3). 2024
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Douglass, Amelia May Barnett, Acute and circadian feedforward regulation of agouti-related peptide hunger neurons. Cell Metabolism 37 (3). 2024
2024 | Published | Conference Paper | IST-REx-ID: 18996 |

Identifying general mechanism shifts in linear causal representations
Chen, Tianyu, Identifying general mechanism shifts in linear causal representations. 38th Conference on Neural Information Processing Systems 37. 2024
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Chen, Tianyu, Identifying general mechanism shifts in linear causal representations. 38th Conference on Neural Information Processing Systems 37. 2024
2024 | Published | Conference Paper | IST-REx-ID: 18875 |

Banded square root matrix factorization for differentially private model training
Kalinin, Nikita, Banded square root matrix factorization for differentially private model training. 38th Annual Conference on Neural Information Processing Systems 37. 2024
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Kalinin, Nikita, Banded square root matrix factorization for differentially private model training. 38th Annual Conference on Neural Information Processing Systems 37. 2024
2024 | Published | Conference Paper | IST-REx-ID: 18847 |

Smoke and mirrors in causal downstream tasks
R. Cadei, L. Lindorfer, S. Cremer, C. Schmid, F. Locatello, in:, ICML 2024 Workshop AI4Science, Curran Associates, 2024.
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R. Cadei, L. Lindorfer, S. Cremer, C. Schmid, F. Locatello, in:, ICML 2024 Workshop AI4Science, Curran Associates, 2024.