ISTA Research Explorer

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5163 Publications

2022 |Published| Journal Article | IST-REx-ID: 12231 |

Kogure, Yuki S., Hiromochi Muraoka, Wataru C. Koizumi, Raphaël Gelin-alessi, Benoit G Godard, Kotaro Oka, Carl-Philipp J Heisenberg, and Kohji Hotta. “Admp Regulates Tail Bending by Controlling Ventral Epidermal Cell Polarity via Phosphorylated Myosin Localization in Ciona.” Development. The Company of Biologists, 2022. https://doi.org/10.1242/dev.200215.

2022 |Published| Conference Abstract | IST-REx-ID: 17062 |

Ibáñez, Maria, Yu Liu, and Mariano Calcabrini. “The Importance of Surface Adsorbates in Solution-Processed Thermoelectric Materials.” In Proceedings of the NanoGe Spring Meeting 2022. Fundació Scito, 2022. https://doi.org/10.29363/nanoge.nsm.2022.159.

[Published Version] View | Files available | DOI | Download Published Version (ext.)

2022 |Published| Conference Paper | IST-REx-ID: 17060 |

Tiwari, Samarth, Michelle X Yeo, Zeta Avarikioti, Iosif Salem, Krzysztof Z Pietrzak, and Stefan Schmid. “Wiser: Increasing Throughput in Payment Channel Networks with Transaction Aggregation.” In Proceedings of the 4th ACM Conference on Advances in Financial Technologies, 217–31. Association for Computing Machinery, 2022. https://doi.org/10.1145/3558535.3559775.

[Published Version] View | Files available | DOI | WoS | arXiv

2022 |Published| Conference Paper | IST-REx-ID: 17059 |

Frantar, Elias, and Dan-Adrian Alistarh. “SPDY: Accurate Pruning with Speedup Guarantees.” In 39th International Conference on Machine Learning, 162:6726–43. ML Research Press, 2022.

[Published Version] View | Files available | WoS

2022 |Published| Journal Article | IST-REx-ID: 11420 |

Shevchenko, Aleksandr, Vyacheslav Kungurtsev, and Marco Mondelli. “Mean-Field Analysis of Piecewise Linear Solutions for Wide ReLU Networks.” Journal of Machine Learning Research. Journal of Machine Learning Research, 2022.

[Published Version] View | Files available | arXiv

2022 |Published| Journal Article | IST-REx-ID: 11448 |

Gonzalez Somermeyer, Louisa, Aubin Fleiss, Alexander S Mishin, Nina G Bozhanova, Anna A Igolkina, Jens Meiler, Maria-Elisenda Alaball Pujol, Ekaterina V Putintseva, Karen S Sarkisyan, and Fyodor Kondrashov. “Heterogeneity of the GFP Fitness Landscape and Data-Driven Protein Design.” ELife. eLife Sciences Publications, 2022. https://doi.org/10.7554/elife.75842.

[Published Version] View | Files available | DOI | WoS

2022 |Published| Conference Paper | IST-REx-ID: 12780 |

Markov, Ilia, Hamidreza Ramezanikebrya, and Dan-Adrian Alistarh. “CGX: Adaptive System Support for Communication-Efficient Deep Learning.” In Proceedings of the 23rd ACM/IFIP International Middleware Conference, 241–54. Association for Computing Machinery, 2022. https://doi.org/10.1145/3528535.3565248.

[Published Version] View | Files available | DOI | arXiv

2022 |Published| Conference Paper | IST-REx-ID: 17087 |

Frantar, Elias, Sidak Pal Singh, and Dan-Adrian Alistarh. “Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning.” In 36th Conference on Neural Information Processing Systems, Vol. 35. ML Research Press, 2022.

[Submitted Version] View | Files available | arXiv

2022 |Submitted| Preprint | IST-REx-ID: 14597 |

Fischer, Julian L, and Alice Marveggio. “Quantitative Convergence of the Vectorial Allen-Cahn Equation towards Multiphase Mean Curvature Flow.” ArXiv, n.d. https://doi.org/10.48550/ARXIV.2203.17143.

[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv

2022 |Published| Thesis | IST-REx-ID: 11196 |

Kim, Olena. “Nanoarchitecture of Hippocampal Mossy Fiber-CA3 Pyramidal Neuron Synapses.” Institute of Science and Technology Austria, 2022. https://doi.org/10.15479/at:ista:11196.