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10717 Publications
2024 | Published | Conference Paper | IST-REx-ID: 18070
Federated SGD with local asynchrony
B. Chatterjee, V. Kungurtsev, D.-A. Alistarh, in:, Proceedings of the 44th International Conference on Distributed Computing Systems, IEEE, 2024, pp. 857–868.
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B. Chatterjee, V. Kungurtsev, D.-A. Alistarh, in:, Proceedings of the 44th International Conference on Distributed Computing Systems, IEEE, 2024, pp. 857–868.
2024 | Published | Conference Paper | IST-REx-ID: 18071 | 
HammerHead: Leader reputation for dynamic scheduling
G. Tsimos, A. Kichidis, A. Sonnino, E. Kokoris Kogias, in:, Proceedings - International Conference on Distributed Computing Systems, IEEE, 2024, pp. 1377–1387.
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G. Tsimos, A. Kichidis, A. Sonnino, E. Kokoris Kogias, in:, Proceedings - International Conference on Distributed Computing Systems, IEEE, 2024, pp. 1377–1387.
2024 | Published | Journal Article | IST-REx-ID: 18109 |
Antibodies and complement are key drivers of thrombosis
Stark K, Kilani B, Stockhausen S, Busse J, Schubert I, Tran TD, Gärtner FR, Leunig A, Pekayvaz K, Nicolai L, Fumagalli V, Stermann J, Stephan F, David C, Müller MB, Heyman B, Lux A, Da Palma Guerreiro A, Frenzel LP, Schmidt CQ, Dopler A, Moser M, Chandraratne S, Von Brühl ML, Lorenz M, Korff T, Rudelius M, Popp O, Kirchner M, Mertins P, Nimmerjahn F, Iannacone M, Sperandio M, Engelmann B, Verschoor A, Massberg S. 2024. Antibodies and complement are key drivers of thrombosis. Immunity. 57(9), 2140–2156.
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Stark K, Kilani B, Stockhausen S, Busse J, Schubert I, Tran TD, Gärtner FR, Leunig A, Pekayvaz K, Nicolai L, Fumagalli V, Stermann J, Stephan F, David C, Müller MB, Heyman B, Lux A, Da Palma Guerreiro A, Frenzel LP, Schmidt CQ, Dopler A, Moser M, Chandraratne S, Von Brühl ML, Lorenz M, Korff T, Rudelius M, Popp O, Kirchner M, Mertins P, Nimmerjahn F, Iannacone M, Sperandio M, Engelmann B, Verschoor A, Massberg S. 2024. Antibodies and complement are key drivers of thrombosis. Immunity. 57(9), 2140–2156.
2024 | Published | Conference Paper | IST-REx-ID: 18113 |
Extreme compression of large language models via additive quantization
V. Egiazarian, A. Panferov, D. Kuznedelev, E. Frantar, A. Babenko, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 12284–12303.
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V. Egiazarian, A. Panferov, D. Kuznedelev, E. Frantar, A. Babenko, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 12284–12303.
2024 | Published | Conference Paper | IST-REx-ID: 18114 |
Mechanistic neural networks for scientific machine learning
A.A. Pervez, F. Locatello, E. Gavves, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 40484–40501.
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A.A. Pervez, F. Locatello, E. Gavves, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 40484–40501.
2024 | Published | Conference Paper | IST-REx-ID: 18117 |
RoSA: Accurate parameter-efficient fine-tuning via robust adaptation
M. Nikdan, S. Tabesh, E. Crncevic, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 38187–38206.
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M. Nikdan, S. Tabesh, E. Crncevic, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 38187–38206.
2024 | Published | Conference Paper | IST-REx-ID: 18118 |
More flexible PAC-Bayesian meta-learning by learning learning algorithms
H. Zakerinia, A. Behjati, C. Lampert, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 58122–58139.
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H. Zakerinia, A. Behjati, C. Lampert, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 58122–58139.
2024 | Published | Conference Paper | IST-REx-ID: 18120 |
Improved modelling of federated datasets using mixtures-of-Dirichlet-multinomials
J.A. Scott, Á. Cahill, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 44012–44037.
[Preprint]
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J.A. Scott, Á. Cahill, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 44012–44037.
2024 | Published | Journal Article | IST-REx-ID: 18153 |
Shifts in attention drive context-dependent subspace encoding in anterior cingulate cortex in mice during decision making
M.A. Hajnal, D. Tran, Z. Szabó, A. Albert, K. Safaryan, M. Einstein, M. Vallejo Martelo, P.-O. Polack, P. Golshani, G. Orbán, Nature Communications 15 (2024).
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M.A. Hajnal, D. Tran, Z. Szabó, A. Albert, K. Safaryan, M. Einstein, M. Vallejo Martelo, P.-O. Polack, P. Golshani, G. Orbán, Nature Communications 15 (2024).
2024 | Published | Journal Article | IST-REx-ID: 18158 |
Wasserstein geometry and Ricci curvature bounds for Poisson spaces
L. Dello Schiavo, R. Herry, K. Suzuki, Journal de l’Ecole Polytechnique - Mathematiques 11 (2024) 957–1010.
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L. Dello Schiavo, R. Herry, K. Suzuki, Journal de l’Ecole Polytechnique - Mathematiques 11 (2024) 957–1010.
2024 | Published | Journal Article | IST-REx-ID: 18168 |
Unveiling the dynamic self-assembly of a recombinant dragline-silk-mimicking protein
D. Wu, A. Koscic, S. Schneider, R.C.A. Dubini, D.C. Rodriguez Camargo, S. Schneider, P. Rovo, Biomacromolecules 25 (2024) 1759–1774.
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D. Wu, A. Koscic, S. Schneider, R.C.A. Dubini, D.C. Rodriguez Camargo, S. Schneider, P. Rovo, Biomacromolecules 25 (2024) 1759–1774.
2024 | Published | Conference Paper | IST-REx-ID: 18175 |
The fault in our stars: Designing reproducible large-scale code analysis experiments
P. Maj, S. Muroya Lei, K. Siek, L. Di Grazia, J. Vitek, in:, 38th European Conference on Object-Oriented Programming, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
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P. Maj, S. Muroya Lei, K. Siek, L. Di Grazia, J. Vitek, in:, 38th European Conference on Object-Oriented Programming, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
2024 | Published | Journal Article | IST-REx-ID: 18187
A kicked quasicrystal
J. Leonard, Nature Physics 20 (2024) 351–352.
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J. Leonard, Nature Physics 20 (2024) 351–352.
2024 | Published | Journal Article | IST-REx-ID: 18188 |
Bayesian optimization for robust state preparation in quantum many-body systems
T. Blatz, J. Kwan, J. Leonard, A. Bohrdt, Quantum 8 (2024).
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T. Blatz, J. Kwan, J. Leonard, A. Bohrdt, Quantum 8 (2024).
2024 | Submitted | Preprint | IST-REx-ID: 18202 |
Adiabatic state preparation in a quantum Ising spin chain
S. Kim, A. Lukin, M. Rispoli, M.E. Tai, A.M. Kaufman, P. Segura, Y. Li, J. Kwan, J. Leonard, B.B.-H. Brice Bakkali-Hassani, M. Greiner, ArXiv (n.d.).
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S. Kim, A. Lukin, M. Rispoli, M.E. Tai, A.M. Kaufman, P. Segura, Y. Li, J. Kwan, J. Leonard, B.B.-H. Brice Bakkali-Hassani, M. Greiner, ArXiv (n.d.).
2024 | Published | Journal Article | IST-REx-ID: 18203 |
A dataset of alternately located segments in protein crystal structures
A.A. Rosenberg, A. Marx, A.M. Bronstein, Scientific Data 11 (2024).
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A.A. Rosenberg, A. Marx, A.M. Bronstein, Scientific Data 11 (2024).
2024 | Published | Journal Article | IST-REx-ID: 18204 |
Data-driven modeling of interrelated dynamical systems
Y. Elul, E. Rozenberg, A. Boyarski, Y. Yaniv, A. Schuster, A.M. Bronstein, Communications Physics 7 (2024).
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Y. Elul, E. Rozenberg, A. Boyarski, Y. Yaniv, A. Schuster, A.M. Bronstein, Communications Physics 7 (2024).
2024 | Published | Journal Article | IST-REx-ID: 18205 |
Unsupervised physics-informed deep learning-based reconstruction for time-resolved imaging by multiplexed ptychography
O. Wengrowicz, A.M. Bronstein, O. Cohen, Optics Express 32 (2024) 8791–8803.
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O. Wengrowicz, A.M. Bronstein, O. Cohen, Optics Express 32 (2024) 8791–8803.
2024 | Published | Conference Paper | IST-REx-ID: 18206
Enhancing predictive accuracy in embryo implantation: The Bonna algorithm and its clinical implications
G. Rave, D.E. Fordham, A.M. Bronstein, D.H. Silver, in:, First International Conference on Artificial Intelligence in Healthcare, Springer Nature, 2024, pp. 160–171.
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G. Rave, D.E. Fordham, A.M. Bronstein, D.H. Silver, in:, First International Conference on Artificial Intelligence in Healthcare, Springer Nature, 2024, pp. 160–171.
2024 | Published | Journal Article | IST-REx-ID: 18306 |
Redshifted sodium transient near exoplanet transit
Oza AV, Seidel JV, Hoeijmakers HJ, Unni A, Kesseli AY, Schmidt CA, Sivarani T, Bello-Arufe A, Gebek A, Meyer Zu Westram M, Sousa SG, Lopes RMC, Hu R, De Kleer K, Fisher C, Charnoz S, Baker AD, Halverson SP, Schneider NM, Psaridi A, Wyttenbach A, Torres Rodriguez S, Bhatnagar I, Johnson RE. 2024. Redshifted sodium transient near exoplanet transit. Astrophysical Journal Letters. 973(2), L53.
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Oza AV, Seidel JV, Hoeijmakers HJ, Unni A, Kesseli AY, Schmidt CA, Sivarani T, Bello-Arufe A, Gebek A, Meyer Zu Westram M, Sousa SG, Lopes RMC, Hu R, De Kleer K, Fisher C, Charnoz S, Baker AD, Halverson SP, Schneider NM, Psaridi A, Wyttenbach A, Torres Rodriguez S, Bhatnagar I, Johnson RE. 2024. Redshifted sodium transient near exoplanet transit. Astrophysical Journal Letters. 973(2), L53.