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7491 Publications
2024 | Published | Conference Paper | IST-REx-ID: 17093 | 
Communication-efficient federated learning with data and client heterogeneity
H. Zakerinia, S. Talaei, G. Nadiradze, D.-A. Alistarh, in:, Proceedings of the 27th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2024, pp. 3448–3456.
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H. Zakerinia, S. Talaei, G. Nadiradze, D.-A. Alistarh, in:, Proceedings of the 27th International Conference on Artificial Intelligence and Statistics, ML Research Press, 2024, pp. 3448–3456.
2024 | Published | Conference Abstract | IST-REx-ID: 17139 |
How much memory per CPU core is requested?
A. Schlögl, W. Khalid, S. Elefante, S. Stadlbauer, in:, ASHPC24 - Austrian-Slovenian HPC Meeting 2024, EuroCC Austria, 2024, p. 46.
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A. Schlögl, W. Khalid, S. Elefante, S. Stadlbauer, in:, ASHPC24 - Austrian-Slovenian HPC Meeting 2024, EuroCC Austria, 2024, p. 46.
2024 | Published | Conference Paper | IST-REx-ID: 17411 |
PEFLL: Personalized federated learning by learning to learn
J.A. Scott, H. Zakerinia, C. Lampert, in:, 12th International Conference on Learning Representations, OpenReview, 2024.
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J.A. Scott, H. Zakerinia, C. Lampert, in:, 12th International Conference on Learning Representations, OpenReview, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 15007 |
Eating sandwiches: Modular and lightweight elimination of transaction reordering attacks
O. Alpos, I. Amores-Sesar, C. Cachin, M.X. Yeo, in:, 27th International Conference on Principles of Distributed Systems, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
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O. Alpos, I. Amores-Sesar, C. Cachin, M.X. Yeo, in:, 27th International Conference on Principles of Distributed Systems, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 15011 |
How to prune your language model: Recovering accuracy on the "Sparsity May Cry" benchmark
E. Kurtic, T. Hoefler, D.-A. Alistarh, in:, Proceedings of Machine Learning Research, ML Research Press, 2024, pp. 542–553.
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E. Kurtic, T. Hoefler, D.-A. Alistarh, in:, Proceedings of Machine Learning Research, ML Research Press, 2024, pp. 542–553.
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: 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 | Journal Article | IST-REx-ID: 18604 |
Removing popular faces in curve arrangements
P. De Nooijer, S. Terziadis, A. Weinberger, Z. Masárová, T. Mchedlidze, M. Löffler, G. Rote, Journal of Graph Algorithms and Applications 28 (2024) 47–82.
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P. De Nooijer, S. Terziadis, A. Weinberger, Z. Masárová, T. Mchedlidze, M. Löffler, G. Rote, Journal of Graph Algorithms and Applications 28 (2024) 47–82.
2024 | Published | Thesis | IST-REx-ID: 18588 |
Non equilibrium dynamics of driven individual particles and 3D printing across scales
C.N. Mweka, Non Equilibrium Dynamics of Driven Individual Particles and 3D Printing across Scales, Institute of Science and Technology Austria, 2024.
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C.N. Mweka, Non Equilibrium Dynamics of Driven Individual Particles and 3D Printing across Scales, Institute of Science and Technology Austria, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 18702 |
The cost of maintaining keys in dynamic groups with applications to multicast encryption and group messaging
M. Anastos, B. Auerbach, M.A. Baig, M. Cueto Noval, M.A. Kwan, G. Pascual Perez, K.Z. Pietrzak, in:, 22nd International Conference on Theory of Cryptography, Springer Nature, 2024, pp. 413–443.
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M. Anastos, B. Auerbach, M.A. Baig, M. Cueto Noval, M.A. Kwan, G. Pascual Perez, K.Z. Pietrzak, in:, 22nd International Conference on Theory of Cryptography, Springer Nature, 2024, pp. 413–443.
2024 | Epub ahead of print | Journal Article | IST-REx-ID: 12662 |
Generalization in multi-objective machine learning
P. Súkeník, C. Lampert, Neural Computing and Applications (2024).
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P. Súkeník, C. Lampert, Neural Computing and Applications (2024).
2024 | Published | Journal Article | IST-REx-ID: 18779 |
A novel image segmentation method based on spatial autocorrelation identifies A-type potassium channel clusters in the thalamus
C. Dávid, K. Giber, M.K. Szigeti, M. Köllő, Z. Nusser, L. Acsady, ELife 12 (2024).
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C. Dávid, K. Giber, M.K. Szigeti, M. Köllő, Z. Nusser, L. Acsady, ELife 12 (2024).
2024 | Published | Journal Article | IST-REx-ID: 17412 |
Influence of the catalyst surface chemistry on the electrochemical self-coupling of biomass-derived benzaldehyde into hydrobenzoin
L. Gong, S. Zhao, J. Yu, J. Li, J. Arbiol, T. Kallio, M. Calcabrini, P.R. Martínez-Alanis, M. Ibáñez, A. Cabot, Energy Advances 3 (2024) 2287–2294.
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L. Gong, S. Zhao, J. Yu, J. Li, J. Arbiol, T. Kallio, M. Calcabrini, P.R. Martínez-Alanis, M. Ibáñez, A. Cabot, Energy Advances 3 (2024) 2287–2294.
2024 | Research Data | IST-REx-ID: 17344 |
Mathematica notebook for 'Effect of assortative mating and sexual selection on polygenic barriers to gene flow'
P. Surendranadh, H. Sachdeva, (2024).
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P. Surendranadh, H. Sachdeva, (2024).
2024 | Research Data Reference | IST-REx-ID: 18895 |
ISTAnt
R. Cadei, F. Locatello, S. Cremer, L. Lindorfer, C. Schmid, (2024).
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R. Cadei, F. Locatello, S. Cremer, L. Lindorfer, C. Schmid, (2024).
2024 | Published | Journal Article | IST-REx-ID: 18926 |
BV solutions for mean curvature flow with constant angle: Allen-Cahn approximation and weak-strong uniqueness
S. Hensel, T. Laux, Indiana University Mathematics Journal 73 (2024) 111–148.
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S. Hensel, T. Laux, Indiana University Mathematics Journal 73 (2024) 111–148.
2024 | Published | Other Publication | IST-REx-ID: 14842 |
Eva Benkova
E. Benková, Eva Benkova, Elsevier, 2024.
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E. Benková, Eva Benkova, Elsevier, 2024.
2024 | Published | Journal Article | IST-REx-ID: 18945
Novel dihydropteridinone derivatives as potent inhibitors of the understudied human kinases vaccinia-related kinase 1 and casein kinase 1δ/ε
de Souza Gama FH, Dutra LA, Hawgood M, dos Reis CV, Serafim RAM, Ferreira MA, Teodoro BVM, Takarada JE, Santiago AS, Balourdas D-I, Nilsson A-S, Urien B, Almeida VM, Gileadi C, Ramos PZ, Testa Salmazo AP, Vasconcelos SNS, Cunha MR, Mueller S, Knapp S, Massirer KB, Elkins JM, Gileadi O, Mascarello A, Lemmens BBLG, Guimarães CRW, Azevedo H, Couñago RM. 2024. Novel dihydropteridinone derivatives as potent inhibitors of the understudied human kinases vaccinia-related kinase 1 and casein kinase 1δ/ε. Journal of Medicinal Chemistry. 67(11), 8609–8629.
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de Souza Gama FH, Dutra LA, Hawgood M, dos Reis CV, Serafim RAM, Ferreira MA, Teodoro BVM, Takarada JE, Santiago AS, Balourdas D-I, Nilsson A-S, Urien B, Almeida VM, Gileadi C, Ramos PZ, Testa Salmazo AP, Vasconcelos SNS, Cunha MR, Mueller S, Knapp S, Massirer KB, Elkins JM, Gileadi O, Mascarello A, Lemmens BBLG, Guimarães CRW, Azevedo H, Couñago RM. 2024. Novel dihydropteridinone derivatives as potent inhibitors of the understudied human kinases vaccinia-related kinase 1 and casein kinase 1δ/ε. Journal of Medicinal Chemistry. 67(11), 8609–8629.
2024 | Published | Journal Article | IST-REx-ID: 18940 |
Analysis of SMAD1/5 target genes in a sea anemone reveals ZSWIM4-6 as a novel BMP signaling modulator
P. Knabl, A. Schauer, A.P. Pomreinke, B. Zimmermann, K.W. Rogers, D. Čapek, P. Müller, G. Genikhovich, ELife 13 (2024).
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P. Knabl, A. Schauer, A.P. Pomreinke, B. Zimmermann, K.W. Rogers, D. Čapek, P. Müller, G. Genikhovich, ELife 13 (2024).