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.
7478 Publications
2024 | Published | Journal Article | IST-REx-ID: 18970 | 
Hausel T, Maulik D, Mellit A, Schiffmann O, Shen J. Arbeitsgemeinschaft: Geometry and representation theory around the P=W conjecture. Oberwolfach Reports. 2024;21(2):949-1004. doi:10.4171/owr/2024/16
[Published Version]
View
| DOI
| Download Published Version (ext.)
2024 | Published | Conference Paper | IST-REx-ID: 18975 |
Modoranu I-V, Kalinov A, Kurtic E, Frantar E, Alistarh D-A. Error feedback can accurately compress preconditioners. In: 41st International Conference on Machine Learning. Vol 235. ML Research Press; 2024:35910-35933.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18971 |
Arefin R, Zhang Y, Baratin A, et al. Unsupervised concept discovery mitigates spurious correlations. In: Proceedings of the 41st International Conference on Machine Learning. Vol 235. ML Research Press; 2024:1672-1688.
[Preprint]
View
| Files available
| Download Preprint (ext.)
| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18974 |
Svoboda J, Bansal S, Chatterjee K. Reinforcement learning from reachability specifications: PAC guarantees with expected conditional distance. In: 41st International Conference on Machine Learning. Vol 235. ML Research Press; 2024:47331-47344.
[Preprint]
View
| Download Preprint (ext.)
2024 | Published | Conference Paper | IST-REx-ID: 18977 |
Dettmers T, Svirschevski RA, Egiazarian V, et al. SpQR: A sparse-quantized representation for near-lossless LLM weight compression. In: 12th International Conference on Learning Representations. OpenReview; 2024.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18998 |
Draganov O, Skiena S. The shape of word embeddings: Quantifying non-isometry with topological data analysis. In: Findings of the Association for Computational Linguistics: EMNLP 2024. Association for Computational Linguistics; 2024:12080-12099. doi:10.18653/v1/2024.findings-emnlp.705
[Published Version]
View
| Files available
| DOI
| arXiv
2024 | Submitted | Preprint | IST-REx-ID: 18999 |
Cultrera di Montesano S, Draganov O, Edelsbrunner H, Saghafian M. Chromatic topological data analysis. arXiv. doi:10.48550/ARXIV.2406.04102
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 14946 |
Yao D, Xu D, Lachapelle S, et al. Multi-view causal representation learning with partial observability. In: 12th International Conference on Learning Representations. Curran Associates; 2024.
[Published Version]
View
| Files available
| arXiv
2024 | Published | Preprint | IST-REx-ID: 19063 |
Zverev E, Abdelnabi S, Tabesh S, Fritz M, Lampert C. Can LLMs separate instructions from data? And what do we even mean by that? arXiv. 2024. doi:10.48550/arXiv.2403.06833
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
2024 | Published | Journal Article | IST-REx-ID: 17233 |
LI Z, Huard J, Bayer EM, Wattelet-Boyer V. Versatile cloning strategy for efficient multigene editing in Arabidopsis. Bio-protocol. 2024;14(13). doi:10.21769/BioProtoc.5029
[Published Version]
View
| Files available
| DOI
| PubMed | Europe PMC
2024 | Published | Journal Article | IST-REx-ID: 19408 |
Verwimp E, Aljundi R, Ben-David S, et al. Continual learning: Applications and the road forward. Transactions on Machine Learning Research. 2024;2024.
[Published Version]
View
| Files available
| arXiv
2024 | Published | Thesis | IST-REx-ID: 17225 |
Li V. Towards a quantum entanglement enhanced atom interferomter. 2024. doi:10.15479/at:ista:17225
[Published Version]
View
| Files available
| DOI
2024 | Published | Thesis | IST-REx-ID: 18443 |
Sisak MA. T-dual branes on hyperkähler manifolds. 2024. doi:10.15479/at:ista:18443
[Published Version]
View
| Files available
| DOI
2024 | Published | Journal Article | IST-REx-ID: 14400 |
Majumdar R, Mallik K, Schmuck AK, Soudjani S. Symbolic control for stochastic systems via finite parity games. Nonlinear Analysis: Hybrid Systems. 2024;51(2). doi:10.1016/j.nahs.2023.101430
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18955 |
Casares A, Pilipczuk M, Pilipczuk M, Souza US, Thejaswini KS. Simple and tight complexity lower bounds for solving Rabin games. In: 2024 Symposium on Simplicity in Algorithms. Society for Industrial and Applied Mathematics; 2024:160-167. doi:10.1137/1.9781611977936.16
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2024 | Published | Journal Article | IST-REx-ID: 15252 |
Dello Schiavo L. A characterization of maps of bounded compression. Mathematical Communications. 2024;29(1):137-142.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
2024 | Published | Thesis | IST-REx-ID: 17485 |
Frantar E. Compressing large neural networks : Algorithms, systems and scaling laws. 2024. doi:10.15479/at:ista:17485
[Published Version]
View
| Files available
| DOI
2024 | Published | Conference Paper | IST-REx-ID: 18061 |
Frantar E, Alistarh D-A. QMoE: Sub-1-bit compression of trillion parameter models. In: Gibbons P, Pekhimenko G, De Sa C, eds. Proceedings of Machine Learning and Systems. Vol 6. ; 2024.
[Published Version]
View
| Files available
| Download Published Version (ext.)
2024 | Published | Conference Paper | IST-REx-ID: 18062 |
Frantar E, Ruiz CR, Houlsby N, Alistarh D-A, Evci U. Scaling laws for sparsely-connected foundation models. In: The Twelfth International Conference on Learning Representations. ; 2024.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| arXiv
2024 | Published | Journal Article | IST-REx-ID: 13974 |
Fulek R, Gärtner B, Kupavskii A, Valtr P, Wagner U. The crossing Tverberg theorem. Discrete and Computational Geometry. 2024;72:831-848. doi:10.1007/s00454-023-00532-x
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| WoS
| arXiv