Maximilian Böther

selected publications

1. ACL

   Apertus: Democratizing Open and Compliant LLMs for Global Language Environments

   Hernández-Cano, Alejandro, Hägele, Alexander,  Huang, Allen Hao and 99 more authors

   In Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL) 2026

   Bib HTML PDF

   @inproceedings{Hernandez2026Apertus,
     author = {Hernández-Cano, Alejandro and Hägele, Alexander and Huang, Allen Hao and Romanou, Angelika and Solergibert, Antoni-Joan and Pasztor, Barna and Messmer, Bettina and Garbaya, Dhia and Ďurech, Eduard Frank and Hakimi, Ido and Giraldo, Juan García and Ismayilzada, Mete and Foroutan, Negar and Moalla, Skander and Chen, Tiancheng and Sabolčec, Vinko and Xu, Yixuan and Aerni, Michael and AlKhamissi, Badr and Mariñas, Inés Altemir and Amani, Mohammad Hossein and Ansaripour, Matin and Badanin, Ilia and Benoit, Harold and Boros, Emanuela and Browning, Nicholas and Bösch, Fabian and Böther, Maximilian and Canova, Niklas and Challier, Camille and Charmillot, Clement and Coles, Jonathan and Deriu, Jan and Devos, Arnout and Drescher, Lukas and Dzenhaliou, Daniil and Ehrmann, Maud and Fan, Dongyang and Fan, Simin and Gao, Silin and Gila, Miguel and Grandury, María and Hashemi, Diba and Hoyle, Alexander and Jiang, Jiaming and Klein, Mark and Kucharavy, Andrei and Kucherenko, Anastasiia and Lübeck, Frederike and Machacek, Roman and Manitaras, Theofilos and Marfurt, Andreas and Matoba, Kyle and Matrenok, Simon and Mendonça, Henrique and Mohamed, Fawzi Roberto and Montariol, Syrielle and Mouchel, Luca and Najem-Meyer, Sven and Ni, Jingwei and Oliva, Gennaro and Pagliardini, Matteo and Palme, Elia and Panferov, Andrei and Paoletti, Léo and Passerini, Marco and Pavlov, Ivan and Poiroux, Auguste and Ponkshe, Kaustubh and Ranchin, Nathan and Rando, Javi and Sauser, Mathieu and Saydaliev, Jakhongir and Sayfiddinov, Muhammad Ali and Schneider, Marian and Schuppli, Stefano and Scialanga, Marco and Semenov, Andrei and Shridhar, Kumar and Singhal, Raghav and Sotnikova, Anna and Sternfeld, Alexander and Tarun, Ayush Kumar and Teiletche, Paul and Vamvas, Jannis and Yao, Xiaozhe and Zhao, Hao and Ilic, Alexander and Klimovic, Ana and Krause, Andreas and Gulcehre, Caglar and Rosenthal, David and Ash, Elliott and Tramèr, Florian and VandeVondele, Joost and Veraldi, Livio and Rajman, Martin and Schulthess, Thomas and Hoefler, Torsten and Bosselut, Antoine and Jaggi, Martin and Schlag, Imanol},
     title = {Apertus: Democratizing Open and Compliant LLMs for Global Language Environments},
     booktitle = {Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL)},
     year = {2026},
   }

2. SIGMOD

   Mixtera: A Data Plane for Foundation Model Training

   Böther, Maximilian, Yao, Xiaozhe,  Kerimoglu, Tolga and 3 more authors

   In Proceedings of the Conference on Management of Data (SIGMOD) 2026

   Bib HTML PDF

   @inproceedings{Bother2026Mixtera,
     author = {B{\"{o}}ther, Maximilian and Yao, Xiaozhe and Kerimoglu, Tolga and Graur, Dan and Gsteiger, Viktor and Klimovic, Ana},
     title = {Mixtera: A Data Plane for Foundation Model Training},
     booktitle = {Proceedings of the Conference on Management of Data (SIGMOD)},
     doi = {10.1145/3786668},
     url = {https://dl.acm.org/doi/10.1145/3786668},
     year = {2026},
   }

3. MLSys

   On Distributed Larger-Than-Memory Subset Selection With Pairwise Submodular Functions

   Böther, Maximilian, Sebastian, Abraham,  Awasthi, Pranjal and 2 more authors

   In Proceedings of the Conference on Machine Learning and Systems (MLSys) 2025

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   @inproceedings{Bother2025Submod,
     author = {B{\"{o}}ther, Maximilian and Sebastian, Abraham and Awasthi, Pranjal and Klimovic, Ana and Ramalingam, Srikumar},
     title = {On Distributed Larger-Than-Memory Subset Selection With Pairwise Submodular Functions},
     booktitle = {Proceedings of the Conference on Machine Learning and Systems ({MLSys})},
     year = {2025},
   }

4. SIGMOD

   Modyn: Data-Centric Machine Learning Pipeline Orchestration

   Böther, Maximilian, Robroek, Ties,  Gsteiger, Viktor and 3 more authors

   In Proceedings of the Conference on Management of Data (SIGMOD) 2025

   Bib HTML PDF

   @inproceedings{Bother2025Modyn,
     author = {B\"{o}ther, Maximilian and Robroek, Ties and Gsteiger, Viktor and Ma, Xianzhe and T\"{o}z\"{u}n, P{\i}nar and Klimovic, Ana},
     title = {Modyn: Data-Centric Machine Learning Pipeline Orchestration},
     booktitle = {Proceedings of the Conference on Management of Data (SIGMOD)},
     year = {2025},
     doi = {10.1145/3709705},
     url = {https://dl.acm.org/doi/10.1145/3709705},
   }

5. VLDB

   Analyzing Vectorized Hash Maps Across CPU Architectures

   Böther, Maximilian, Benson, Lawrence,  Klimovic, Ana and 1 more author

   Proceedings of the VLDB Endowment 2023

   Bib HTML PDF

   @article{Bother2023Hashmaps,
     author = {B\"{o}ther, Maximilian and Benson, Lawrence and Klimovic, Ana and Rabl, Tilmann},
     title = {Analyzing Vectorized Hash Maps Across CPU Architectures},
     journal = {Proceedings of the {VLDB} Endowment},
     pages = {2755 - 2768},
     number = {11},
     volume = {16},
     year = {2023},
     doi = {10.14778/3611479.3611485},
     url = {https://dl.acm.org/doi/10.14778/3611479.3611485},
   }