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6372 Publications
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: 18115 |
Data-efficient learning via clustering-based sensitivity sampling: Foundation models and beyond
K. Axiotis, V. Cohen-Addad, M.H. Henzinger, S. Jerome, V. Mirrokni, D. Saulpic, D.P. Woodruff, M. Wunder, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 2086–2107.
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K. Axiotis, V. Cohen-Addad, M.H. Henzinger, S. Jerome, V. Mirrokni, D. Saulpic, D.P. Woodruff, M. Wunder, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 2086–2107.
2024 | Published | Conference Paper | IST-REx-ID: 18116 |
Making old things new: A unified algorithm for differentially private clustering
M.D. La Tour, M.H. Henzinger, D. Saulpic, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 12046–12086.
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M.D. La Tour, M.H. Henzinger, D. Saulpic, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 12046–12086.
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.
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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 | Conference Paper | IST-REx-ID: 18121 |
SPADE: Sparsity-guided debugging for deep neural networks
A.S. Moakhar, E.B. Iofinova, E. Frantar, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 45955–45987.
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A.S. Moakhar, E.B. Iofinova, E. Frantar, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 45955–45987.
2024 | Published | Thesis | IST-REx-ID: 18132 |
Counting rational points over function fields
J. Glas, Counting Rational Points over Function Fields, Institute of Science and Technology Austria, 2024.
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J. Glas, Counting Rational Points over Function Fields, Institute of Science and Technology Austria, 2024.
2024 | Published | Thesis | IST-REx-ID: 18135 |
Energies of dilute Fermi gases and universalities in BCS theory
A.B. Lauritsen, Energies of Dilute Fermi Gases and Universalities in BCS Theory, Institute of Science and Technology Austria, 2024.
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A.B. Lauritsen, Energies of Dilute Fermi Gases and Universalities in BCS Theory, Institute of Science and Technology Austria, 2024.
2024 | Submitted | Preprint | IST-REx-ID: 18143 |
Room temperature, cavity-free capacitive strong coupling to mechanical motion
D. Puglia, R.H. Odessey, P.S. Burns, N. Luhmann, S. Schmid, A.P. Higginbotham, ArXiv (n.d.).
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D. Puglia, R.H. Odessey, P.S. Burns, N. Luhmann, S. Schmid, A.P. Higginbotham, ArXiv (n.d.).
2024 | Submitted | Preprint | IST-REx-ID: 18144 |
Strong charge-photon coupling in planar germanium enabled by granular aluminium superinductors
M. Janik, K.E.R. Roux, C.B. Espinosa, O. Sagi, A. Baghdadi, T. Adletzberger, S. Calcaterra, M. Botifoll, A.G. Manjón, J. Arbiol, D. Chrastina, G. Isella, I.M. Pop, G. Katsaros, ArXiv (n.d.).
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M. Janik, K.E.R. Roux, C.B. Espinosa, O. Sagi, A. Baghdadi, T. Adletzberger, S. Calcaterra, M. Botifoll, A.G. Manjón, J. Arbiol, D. Chrastina, G. Isella, I.M. Pop, G. Katsaros, ArXiv (n.d.).
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 | Epub ahead of print | Journal Article | IST-REx-ID: 18154 |
On modulo ℓ cohomology of p-adic Deligne–Lusztig varieties for GLn
J. Löwit, Journal of Algebra 663 (2024) 81–118.
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J. Löwit, Journal of Algebra 663 (2024) 81–118.
2024 | Published | Conference Paper | IST-REx-ID: 18155 |
Sound and complete witnesses for template-based verification of LTL properties on polynomial programs
K. Chatterjee, A.K. Goharshady, E. Goharshady, M. Karrabi, D. Zikelic, in:, Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, 2024, pp. 600–619.
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K. Chatterjee, A.K. Goharshady, E. Goharshady, M. Karrabi, D. Zikelic, in:, Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, 2024, pp. 600–619.
2024 | Published | Conference Paper | IST-REx-ID: 18156 |
Private counting of distinct elements in the turnstile model and extensions
M.H. Henzinger, A.R. Sricharan, T.A. Steiner, in:, International Conference on Approximation Algorithms for Combinatorial Optimization Problems , Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
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M.H. Henzinger, A.R. Sricharan, T.A. Steiner, in:, International Conference on Approximation Algorithms for Combinatorial Optimization Problems , Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
2024 | Epub ahead of print | Journal Article | IST-REx-ID: 18157 |
Books, Hallways, and social butterflies: A note on sliding block puzzles
F.R. Brunck, M.A. Kwan, Mathematical Intelligencer (2024).
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F.R. Brunck, M.A. Kwan, Mathematical Intelligencer (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 | Conference Paper | IST-REx-ID: 18159 |
Certified policy verification and synthesis for MDPs under distributional reach-avoidance properties
S. Akshay, K. Chatterjee, T. Meggendorfer, D. Zikelic, in:, Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, 2024, pp. 3–12.
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S. Akshay, K. Chatterjee, T. Meggendorfer, D. Zikelic, in:, Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, 2024, pp. 3–12.
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.