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9084 Publications
2023 | Conference Paper | IST-REx-ID: 14459 | 
A. Shevchenko, K. Kögler, H. Hassani, and M. Mondelli, “Fundamental limits of two-layer autoencoders, and achieving them with gradient methods,” in Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, HI, United States, 2023, vol. 202, pp. 31151–31209.
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2023 | Conference Paper | IST-REx-ID: 14460 |
M. Nikdan, T. Pegolotti, E. B. Iofinova, E. Kurtic, and D.-A. Alistarh, “SparseProp: Efficient sparse backpropagation for faster training of neural networks at the edge,” in Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, HI, United States, 2023, vol. 202, pp. 26215–26227.
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2023 | Conference Paper | IST-REx-ID: 14457 |
C. Hoffmann and M. Simkin, “Stronger lower bounds for leakage-resilient secret sharing,” in 8th International Conference on Cryptology and Information Security in Latin America, Quito, Ecuador, 2023, vol. 14168, pp. 215–228.
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2023 | Conference Paper | IST-REx-ID: 14458 |
E. Frantar and D.-A. Alistarh, “SparseGPT: Massive language models can be accurately pruned in one-shot,” in Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, HI, United States, 2023, vol. 202, pp. 10323–10337.
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| arXiv
2023 | Journal Article | IST-REx-ID: 14451 |
F. Cornalba, C. Disselkamp, D. Scassola, and C. Helf, “Multi-objective reward generalization: improving performance of Deep Reinforcement Learning for applications in single-asset trading,” Neural Computing and Applications. Springer Nature, 2023.
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2023 | Journal Article | IST-REx-ID: 14442
M. N. Rojas Vega, P. De Castro, and R. Soto, “Mixtures of self-propelled particles interacting with asymmetric obstacles,” The European Physical Journal E, vol. 46, no. 10. Springer Nature, 2023.
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2023 | Journal Article | IST-REx-ID: 14444 |
M. A. Kwan, A. Sah, M. Sawhney, and M. Simkin, “Substructures in Latin squares,” Israel Journal of Mathematics, vol. 256, no. 2. Springer Nature, pp. 363–416, 2023.
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2023 | Conference Paper | IST-REx-ID: 14454 |
T. A. Henzinger, K. Kueffner, and K. Mallik, “Monitoring algorithmic fairness under partial observations,” in 23rd International Conference on Runtime Verification, Thessaloniki, Greece, 2023, vol. 14245, pp. 291–311.
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2023 | Journal Article | IST-REx-ID: 14446 |
J. Jakubík, M. Phuong, M. Chvosteková, and A. Krakovská, “Against the flow of time with multi-output models,” Measurement Science Review, vol. 23, no. 4. Sciendo, pp. 175–183, 2023.
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2023 | Journal Article | IST-REx-ID: 14443
Schumann G, Andreassen OA, Banaschewski T, Calhoun VD, Clinton N, Desrivieres S, Brandlistuen RE, Feng J, Hese S, Hitchen E, Hoffmann P, Jia T, Jirsa V, Marquand AF, Nees F, Nöthen MM, Novarino G, Polemiti E, Ralser M, Rapp M, Schepanski K, Schikowski T, Slater M, Sommer P, Stahl BC, Thompson PM, Twardziok S, Van Der Meer D, Walter H, Westlye L. 2023. Addressing global environmental challenges to mental health using population neuroscience: A review. JAMA Psychiatry. 80(10), 1066–1074.
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2023 | Journal Article | IST-REx-ID: 14441 |
M. Brooks and R. Seiringer, “The Fröhlich Polaron at strong coupling: Part I - The quantum correction to the classical energy,” Communications in Mathematical Physics, vol. 404. Springer Nature, pp. 287–337, 2023.
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2023 | Conference Paper | IST-REx-ID: 14448 |
V. Kolmogorov, “Solving relaxations of MAP-MRF problems: Combinatorial in-face Frank-Wolfe directions,” in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Vancouver, Canada, 2023, vol. 2023, pp. 11980–11989.
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| arXiv
2023 | Journal Article | IST-REx-ID: 12672 |
D. B. Lyons et al., “Extensive de novo activity stabilizes epigenetic inheritance of CG methylation in Arabidopsis transposons,” Cell Reports, vol. 42, no. 3. Elsevier, 2023.
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| WoS
2023 | Journal Article | IST-REx-ID: 13178 |
D. J. Mitrouskas, K. Mysliwy, and R. Seiringer, “Optimal parabolic upper bound for the energy-momentum relation of a strongly coupled polaron,” Forum of Mathematics, vol. 11. Cambridge University Press, pp. 1–52, 2023.
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2023 | Journal Article | IST-REx-ID: 14484 |
A. Kicheva and J. Briscoe, “Control of tissue development by morphogens,” Annual Review of Cell and Developmental Biology, vol. 39. Annual Reviews, pp. 91–121, 2023.
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2023 | Journal Article | IST-REx-ID: 14488 |
P. Rao et al., “A deeper analysis of volumetric relightiable faces,” International Journal of Computer Vision. Springer Nature, 2023.
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2023 | Journal Article | IST-REx-ID: 14487 |
P. Buri et al., “Land surface modeling in the Himalayas: On the importance of evaporative fluxes for the water balance of a high-elevation catchment,” Water Resources Research, vol. 59, no. 10. Wiley, 2023.
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2023 | Conference Paper | IST-REx-ID: 14485 |
V. Aksenov, M. Anoprenko, A. Fedorov, and M. Spear, “Brief announcement: BatchBoost: Universal batching for concurrent data structures,” in 37th International Symposium on Distributed Computing, L’Aquila, Italy, 2023, vol. 281.
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2023 | Journal Article | IST-REx-ID: 14486 |
G. Koutentakis, A. Ghazaryan, and M. Lemeshko, “Rotor lattice model of ferroelectric large polarons,” Physical Review Research, vol. 5, no. 4. American Physical Society, 2023.
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| arXiv
2023 | Journal Article | IST-REx-ID: 14313 |
L. Fiedler and J. Friml, “Rapid auxin signaling: Unknowns old and new,” Current Opinion in Plant Biology, vol. 75, no. 10. Elsevier, 2023.
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