Published in: LIPIcs, Volume 287, 15th Innovations in Theoretical Computer Science Conference (ITCS 2024)
Zhao Song, Lichen Zhang, and Ruizhe Zhang. Training Multi-Layer Over-Parametrized Neural Network in Subquadratic Time. In 15th Innovations in Theoretical Computer Science Conference (ITCS 2024). Leibniz International Proceedings in Informatics (LIPIcs), Volume 287, pp. 93:1-93:15, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024)
@InProceedings{song_et_al:LIPIcs.ITCS.2024.93, author = {Song, Zhao and Zhang, Lichen and Zhang, Ruizhe}, title = {{Training Multi-Layer Over-Parametrized Neural Network in Subquadratic Time}}, booktitle = {15th Innovations in Theoretical Computer Science Conference (ITCS 2024)}, pages = {93:1--93:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-309-6}, ISSN = {1868-8969}, year = {2024}, volume = {287}, editor = {Guruswami, Venkatesan}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2024.93}, URN = {urn:nbn:de:0030-drops-196212}, doi = {10.4230/LIPIcs.ITCS.2024.93}, annote = {Keywords: Deep learning theory, Nonconvex optimization} }
Published in: OASIcs, Volume 109, Eelco Visser Commemorative Symposium (EVCS 2023)
Jurgen J. Vinju. Comparing Bottom-Up with Top-Down Parsing Architectures for the Syntax Definition Formalism from a Disambiguation Standpoint. In Eelco Visser Commemorative Symposium (EVCS 2023). Open Access Series in Informatics (OASIcs), Volume 109, pp. 31:1-31:16, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2023)
@InProceedings{vinju:OASIcs.EVCS.2023.31, author = {Vinju, Jurgen J.}, title = {{Comparing Bottom-Up with Top-Down Parsing Architectures for the Syntax Definition Formalism from a Disambiguation Standpoint}}, booktitle = {Eelco Visser Commemorative Symposium (EVCS 2023)}, pages = {31:1--31:16}, series = {Open Access Series in Informatics (OASIcs)}, ISBN = {978-3-95977-267-9}, ISSN = {2190-6807}, year = {2023}, volume = {109}, editor = {L\"{a}mmel, Ralf and Mosses, Peter D. and Steimann, Friedrich}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/OASIcs.EVCS.2023.31}, URN = {urn:nbn:de:0030-drops-178018}, doi = {10.4230/OASIcs.EVCS.2023.31}, annote = {Keywords: parser generation, context-free grammars, GLR, GLL, algorithms, disambiguation} }
Published in: LIPIcs, Volume 229, 49th International Colloquium on Automata, Languages, and Programming (ICALP 2022)
Aaron Bernstein, Jan van den Brand, Maximilian Probst Gutenberg, Danupon Nanongkai, Thatchaphol Saranurak, Aaron Sidford, and He Sun. Fully-Dynamic Graph Sparsifiers Against an Adaptive Adversary. In 49th International Colloquium on Automata, Languages, and Programming (ICALP 2022). Leibniz International Proceedings in Informatics (LIPIcs), Volume 229, pp. 20:1-20:20, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2022)
@InProceedings{bernstein_et_al:LIPIcs.ICALP.2022.20, author = {Bernstein, Aaron and van den Brand, Jan and Probst Gutenberg, Maximilian and Nanongkai, Danupon and Saranurak, Thatchaphol and Sidford, Aaron and Sun, He}, title = {{Fully-Dynamic Graph Sparsifiers Against an Adaptive Adversary}}, booktitle = {49th International Colloquium on Automata, Languages, and Programming (ICALP 2022)}, pages = {20:1--20:20}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-235-8}, ISSN = {1868-8969}, year = {2022}, volume = {229}, editor = {Boja\'{n}czyk, Miko{\l}aj and Merelli, Emanuela and Woodruff, David P.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.ICALP.2022.20}, URN = {urn:nbn:de:0030-drops-163611}, doi = {10.4230/LIPIcs.ICALP.2022.20}, annote = {Keywords: dynamic graph algorithm, adaptive adversary, spanner, sparsifier} }
Published in: LIPIcs, Volume 185, 12th Innovations in Theoretical Computer Science Conference (ITCS 2021)
Jan van den Brand, Binghui Peng, Zhao Song, and Omri Weinstein. Training (Overparametrized) Neural Networks in Near-Linear Time. In 12th Innovations in Theoretical Computer Science Conference (ITCS 2021). Leibniz International Proceedings in Informatics (LIPIcs), Volume 185, pp. 63:1-63:15, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2021)
@InProceedings{vandenbrand_et_al:LIPIcs.ITCS.2021.63, author = {van den Brand, Jan and Peng, Binghui and Song, Zhao and Weinstein, Omri}, title = {{Training (Overparametrized) Neural Networks in Near-Linear Time}}, booktitle = {12th Innovations in Theoretical Computer Science Conference (ITCS 2021)}, pages = {63:1--63:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-177-1}, ISSN = {1868-8969}, year = {2021}, volume = {185}, editor = {Lee, James R.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2021.63}, URN = {urn:nbn:de:0030-drops-136025}, doi = {10.4230/LIPIcs.ITCS.2021.63}, annote = {Keywords: Deep learning theory, Nonconvex optimization} }
Published in: LIPIcs, Volume 182, 40th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2020)
Yin Tat Lee. Convex Optimization and Dynamic Data Structure (Invited Talk). In 40th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2020). Leibniz International Proceedings in Informatics (LIPIcs), Volume 182, p. 3:1, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2020)
@InProceedings{lee:LIPIcs.FSTTCS.2020.3, author = {Lee, Yin Tat}, title = {{Convex Optimization and Dynamic Data Structure}}, booktitle = {40th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2020)}, pages = {3:1--3:1}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-174-0}, ISSN = {1868-8969}, year = {2020}, volume = {182}, editor = {Saxena, Nitin and Simon, Sunil}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FSTTCS.2020.3}, URN = {urn:nbn:de:0030-drops-132440}, doi = {10.4230/LIPIcs.FSTTCS.2020.3}, annote = {Keywords: Convex Optimization, Dynamic Data Structure} }
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