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9084 Publications
2023 | Conference Paper | IST-REx-ID: 14459 | 
Fundamental limits of two-layer autoencoders, and achieving them with gradient methods
A. Shevchenko, K. Kögler, H. Hassani, M. Mondelli, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 31151–31209.
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A. Shevchenko, K. Kögler, H. Hassani, M. Mondelli, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 31151–31209.
2023 | Conference Paper | IST-REx-ID: 14460 |
SparseProp: Efficient sparse backpropagation for faster training of neural networks at the edge
M. Nikdan, T. Pegolotti, E.B. Iofinova, E. Kurtic, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 26215–26227.
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M. Nikdan, T. Pegolotti, E.B. Iofinova, E. Kurtic, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 26215–26227.
2023 | Conference Paper | IST-REx-ID: 14457 |
Stronger lower bounds for leakage-resilient secret sharing
C. Hoffmann, M. Simkin, in:, 8th International Conference on Cryptology and Information Security in Latin America, Springer Nature, 2023, pp. 215–228.
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C. Hoffmann, M. Simkin, in:, 8th International Conference on Cryptology and Information Security in Latin America, Springer Nature, 2023, pp. 215–228.
2023 | Conference Paper | IST-REx-ID: 14458 |
SparseGPT: Massive language models can be accurately pruned in one-shot
E. Frantar, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 10323–10337.
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E. Frantar, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 10323–10337.
2023 | Journal Article | IST-REx-ID: 14451 |
Multi-objective reward generalization: improving performance of Deep Reinforcement Learning for applications in single-asset trading
F. Cornalba, C. Disselkamp, D. Scassola, C. Helf, Neural Computing and Applications (2023).
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F. Cornalba, C. Disselkamp, D. Scassola, C. Helf, Neural Computing and Applications (2023).
2023 | Journal Article | IST-REx-ID: 14442
Mixtures of self-propelled particles interacting with asymmetric obstacles
M.N. Rojas Vega, P. De Castro, R. Soto, The European Physical Journal E 46 (2023).
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M.N. Rojas Vega, P. De Castro, R. Soto, The European Physical Journal E 46 (2023).
2023 | Journal Article | IST-REx-ID: 14444 |
Substructures in Latin squares
M.A. Kwan, A. Sah, M. Sawhney, M. Simkin, Israel Journal of Mathematics 256 (2023) 363–416.
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M.A. Kwan, A. Sah, M. Sawhney, M. Simkin, Israel Journal of Mathematics 256 (2023) 363–416.
2023 | Conference Paper | IST-REx-ID: 14454 |
Monitoring algorithmic fairness under partial observations
T.A. Henzinger, K. Kueffner, K. Mallik, in:, 23rd International Conference on Runtime Verification, Springer Nature, 2023, pp. 291–311.
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T.A. Henzinger, K. Kueffner, K. Mallik, in:, 23rd International Conference on Runtime Verification, Springer Nature, 2023, pp. 291–311.
2023 | Journal Article | IST-REx-ID: 14446 |
Against the flow of time with multi-output models
J. Jakubík, M. Phuong, M. Chvosteková, A. Krakovská, Measurement Science Review 23 (2023) 175–183.
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J. Jakubík, M. Phuong, M. Chvosteková, A. Krakovská, Measurement Science Review 23 (2023) 175–183.
2023 | Journal Article | IST-REx-ID: 14443
Addressing global environmental challenges to mental health using population neuroscience: A review
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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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.
2023 | Journal Article | IST-REx-ID: 14441 |
The Fröhlich Polaron at strong coupling: Part I - The quantum correction to the classical energy
M. Brooks, R. Seiringer, Communications in Mathematical Physics 404 (2023) 287–337.
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M. Brooks, R. Seiringer, Communications in Mathematical Physics 404 (2023) 287–337.
2023 | Conference Paper | IST-REx-ID: 14448 |
Solving relaxations of MAP-MRF problems: Combinatorial in-face Frank-Wolfe directions
V. Kolmogorov, in:, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE, 2023, pp. 11980–11989.
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V. Kolmogorov, in:, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE, 2023, pp. 11980–11989.
2023 | Journal Article | IST-REx-ID: 12672 |
Extensive de novo activity stabilizes epigenetic inheritance of CG methylation in Arabidopsis transposons
D.B. Lyons, A. Briffa, S. He, J. Choi, E. Hollwey, J. Colicchio, I. Anderson, X. Feng, M. Howard, D. Zilberman, Cell Reports 42 (2023).
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D.B. Lyons, A. Briffa, S. He, J. Choi, E. Hollwey, J. Colicchio, I. Anderson, X. Feng, M. Howard, D. Zilberman, Cell Reports 42 (2023).
2023 | Journal Article | IST-REx-ID: 13178 |
Optimal parabolic upper bound for the energy-momentum relation of a strongly coupled polaron
D.J. Mitrouskas, K. Mysliwy, R. Seiringer, Forum of Mathematics 11 (2023) 1–52.
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D.J. Mitrouskas, K. Mysliwy, R. Seiringer, Forum of Mathematics 11 (2023) 1–52.
2023 | Journal Article | IST-REx-ID: 14484 |
Control of tissue development by morphogens
A. Kicheva, J. Briscoe, Annual Review of Cell and Developmental Biology 39 (2023) 91–121.
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A. Kicheva, J. Briscoe, Annual Review of Cell and Developmental Biology 39 (2023) 91–121.
2023 | Journal Article | IST-REx-ID: 14488 |
A deeper analysis of volumetric relightiable faces
P. Rao, B.R. Mallikarjun, G. Fox, T. Weyrich, B. Bickel, H. Pfister, W. Matusik, F. Zhan, A. Tewari, C. Theobalt, M. Elgharib, International Journal of Computer Vision (2023).
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P. Rao, B.R. Mallikarjun, G. Fox, T. Weyrich, B. Bickel, H. Pfister, W. Matusik, F. Zhan, A. Tewari, C. Theobalt, M. Elgharib, International Journal of Computer Vision (2023).
2023 | Journal Article | IST-REx-ID: 14487 |
Land surface modeling in the Himalayas: On the importance of evaporative fluxes for the water balance of a high-elevation catchment
P. Buri, S. Fatichi, T. Shaw, E.S. Miles, M. McCarthy, C.L. Fyffe, S. Fugger, S. Ren, M. Kneib, A. Jouberton, J. Steiner, K. Fujita, F. Pellicciotti, Water Resources Research 59 (2023).
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P. Buri, S. Fatichi, T. Shaw, E.S. Miles, M. McCarthy, C.L. Fyffe, S. Fugger, S. Ren, M. Kneib, A. Jouberton, J. Steiner, K. Fujita, F. Pellicciotti, Water Resources Research 59 (2023).
2023 | Conference Paper | IST-REx-ID: 14485 |
Brief announcement: BatchBoost: Universal batching for concurrent data structures
V. Aksenov, M. Anoprenko, A. Fedorov, M. Spear, in:, 37th International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.
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V. Aksenov, M. Anoprenko, A. Fedorov, M. Spear, in:, 37th International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.
2023 | Journal Article | IST-REx-ID: 14486 |
Rotor lattice model of ferroelectric large polarons
G. Koutentakis, A. Ghazaryan, M. Lemeshko, Physical Review Research 5 (2023).
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G. Koutentakis, A. Ghazaryan, M. Lemeshko, Physical Review Research 5 (2023).
2023 | Journal Article | IST-REx-ID: 14313 |
Rapid auxin signaling: Unknowns old and new
L. Fiedler, J. Friml, Current Opinion in Plant Biology 75 (2023).
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L. Fiedler, J. Friml, Current Opinion in Plant Biology 75 (2023).