Please note that ISTA Research Explorer no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
5799 Publications
2024 | Published | Thesis | IST-REx-ID: 17485 | 
Compressing large neural networks : Algorithms, systems and scaling laws
E. Frantar, Compressing Large Neural Networks : Algorithms, Systems and Scaling Laws, Institute of Science and Technology Austria, 2024.
[Published Version]
View
| Files available
| DOI
E. Frantar, Compressing Large Neural Networks : Algorithms, Systems and Scaling Laws, Institute of Science and Technology Austria, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 18061 |
QMoE: Sub-1-bit compression of trillion parameter models
E. Frantar, D.-A. Alistarh, in:, P. Gibbons, G. Pekhimenko, C. De Sa (Eds.), Proceedings of Machine Learning and Systems, 2024.
[Published Version]
View
| Files available
| Download Published Version (ext.)
E. Frantar, D.-A. Alistarh, in:, P. Gibbons, G. Pekhimenko, C. De Sa (Eds.), Proceedings of Machine Learning and Systems, 2024.
2024 | Published | Conference Paper | IST-REx-ID: 18062 |
Scaling laws for sparsely-connected foundation models
E. Frantar, C.R. Ruiz, N. Houlsby, D.-A. Alistarh, U. Evci, in:, The Twelfth International Conference on Learning Representations, 2024.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| arXiv
E. Frantar, C.R. Ruiz, N. Houlsby, D.-A. Alistarh, U. Evci, in:, The Twelfth International Conference on Learning Representations, 2024.
2024 | Published | Journal Article | IST-REx-ID: 13974 |
The crossing Tverberg theorem
R. Fulek, B. Gärtner, A. Kupavskii, P. Valtr, U. Wagner, Discrete and Computational Geometry 72 (2024) 831–848.
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
R. Fulek, B. Gärtner, A. Kupavskii, P. Valtr, U. Wagner, Discrete and Computational Geometry 72 (2024) 831–848.
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.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
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 | Conference Paper | IST-REx-ID: 18160 |
Solving long-run average reward robust MDPs via stochastic games
K. Chatterjee, E. Goharshady, M. Karrabi, P. Novotný, D. Zikelic, in:, 33rd International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, 2024, pp. 6707–6715.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
K. Chatterjee, E. Goharshady, M. Karrabi, P. Novotný, D. Zikelic, in:, 33rd International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, 2024, pp. 6707–6715.
2024 | Published | Conference Paper | IST-REx-ID: 17328 |
Fully automated selfish mining analysis in efficient proof systems blockchains
K. Chatterjee, A. Ebrahimzadeh, M. Karrabi, K.Z. Pietrzak, M.X. Yeo, D. Zikelic, in:, Proceedings of the 43rd Annual ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2024, pp. 268–278.
[Published Version]
View
| Files available
| DOI
| arXiv
K. Chatterjee, A. Ebrahimzadeh, M. Karrabi, K.Z. Pietrzak, M.X. Yeo, D. Zikelic, in:, Proceedings of the 43rd Annual ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2024, pp. 268–278.
2024 | Published | Conference Paper | IST-REx-ID: 17329 |
Game dynamics and equilibrium computation in the population protocol model
D.-A. Alistarh, K. Chatterjee, M. Karrabi, J.M. Lazarsfeld, in:, Proceedings of the 43rd Annual ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2024, pp. 40–49.
[Published Version]
View
| Files available
| DOI
D.-A. Alistarh, K. Chatterjee, M. Karrabi, J.M. Lazarsfeld, in:, Proceedings of the 43rd Annual ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2024, pp. 40–49.
2024 | Published | Journal Article | IST-REx-ID: 17162 |
Quantitative bounds on resource usage of probabilistic programs
K. Chatterjee, A.K. Goharshady, T. Meggendorfer, D. Zikelic, Proceedings of the ACM on Programming Languages 8 (2024).
[Published Version]
View
| Files available
| DOI
K. Chatterjee, A.K. Goharshady, T. Meggendorfer, D. Zikelic, Proceedings of the ACM on Programming Languages 8 (2024).
2024 | Published | Journal Article | IST-REx-ID: 17283 |
Equivalence and similarity refutation for probabilistic programs
K. Chatterjee, E. Goharshady, P. Novotný, D. Zikelic, Proceedings of the ACM on Programming Languages 8 (2024).
[Published Version]
View
| Files available
| DOI
| arXiv
K. Chatterjee, E. Goharshady, P. Novotný, D. Zikelic, Proceedings of the ACM on Programming Languages 8 (2024).
2024 | Published | Journal Article | IST-REx-ID: 14820 |
Weighted packet selection for rechargeable links in cryptocurrency networks: Complexity and approximation
S. Schmid, J. Svoboda, M.X. Yeo, Theoretical Computer Science 989 (2024).
[Published Version]
View
| Files available
| DOI
S. Schmid, J. Svoboda, M.X. Yeo, Theoretical Computer Science 989 (2024).
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.
[Published Version]
View
| Files available
| DOI
| arXiv
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 | Epub ahead of print | Journal Article | IST-REx-ID: 18266
Value-positivity for matrix games
K. Chatterjee, M. Oliu-Barton, R.J. Saona Urmeneta, Mathematics of Operations Research (2024).
View
| DOI
K. Chatterjee, M. Oliu-Barton, R.J. Saona Urmeneta, Mathematics of Operations Research (2024).
2024 | Published | Conference Paper | IST-REx-ID: 18066 |
Bidding games with charging
G. Avni, E.K. Goharshady, T.A. Henzinger, K. Mallik, in:, 35th International Conference on Concurrency Theory, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
[Published Version]
View
| Files available
| DOI
| arXiv
G. Avni, E.K. Goharshady, T.A. Henzinger, K. Mallik, in:, 35th International Conference on Concurrency Theory, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
2024 | Published | Journal Article | IST-REx-ID: 12738 |
Stochastic games with lexicographic objectives
K. Chatterjee, J.P. Katoen, S. Mohr, M. Weininger, T. Winkler, Formal Methods in System Design 63 (2024) 40–80.
[Published Version]
View
| Files available
| DOI
| WoS
K. Chatterjee, J.P. Katoen, S. Mohr, M. Weininger, T. Winkler, Formal Methods in System Design 63 (2024) 40–80.
2024 | Published | Journal Article | IST-REx-ID: 15339 |
Hitchin map on even very stable upward flows
M. González, T. Hausel, International Journal of Mathematics 35 (2024).
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
M. González, T. Hausel, International Journal of Mathematics 35 (2024).
2024 | Published | Journal Article | IST-REx-ID: 18900 |
Modular completely Dirichlet forms as squares of derivations
M. Wirth, International Mathematics Research Notices 2024 (2024) 10597–10614.
[Published Version]
View
| Files available
| DOI
M. Wirth, International Mathematics Research Notices 2024 (2024) 10597–10614.
2024 | Published | Conference Paper | IST-REx-ID: 18925
Congestion-free rerouting of network flows: Hardness and an FPT algorithm
E. Ceylan, K. Chatterjee, S. Schmid, J. Svoboda, in:, NOMS 2024-2024 IEEE Network Operations and Management Symposium, IEEE, 2024.
View
| DOI
E. Ceylan, K. Chatterjee, S. Schmid, J. Svoboda, in:, NOMS 2024-2024 IEEE Network Operations and Management Symposium, IEEE, 2024.
2024 | Published | Journal Article | IST-REx-ID: 15357 |
Enhancing thermoelectric performance of solutionpProcessed polycrystalline SnSe with PbSe nanocrystals
Y. Liu, S. Lee, C. Fiedler, M.C. Spadaro, C. Chang, M. Li, M. Hong, J. Arbiol, M. Ibáñez, Chemical Engineering Journal 490 (2024).
[Published Version]
View
| Files available
| DOI
Y. Liu, S. Lee, C. Fiedler, M.C. Spadaro, C. Chang, M. Li, M. Hong, J. Arbiol, M. Ibáñez, Chemical Engineering Journal 490 (2024).
2024 | Published | Journal Article | IST-REx-ID: 14734
Band engineering through Pb-doping of nanocrystal building blocks to enhance thermoelectric performance in Cu3SbSe4
S. Wan, S. Xiao, M. Li, X. Wang, K.H. Lim, M. Hong, M. Ibáñez, A. Cabot, Y. Liu, Small Methods 8 (2024).
View
| DOI
| PubMed | Europe PMC
S. Wan, S. Xiao, M. Li, X. Wang, K.H. Lim, M. Hong, M. Ibáñez, A. Cabot, Y. Liu, Small Methods 8 (2024).