Local vs Global continual learning
Lanzillotta, Giulia, Singh, Sidak Pal, Grewe, Benjamin F, Hofmann, Thomas
Year of Publication 23.07.2024
Year of Publication 23.07.2024
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Journal Article
Towards guarantees for parameter isolation in continual learning
Lanzillotta, Giulia, Singh, Sidak Pal, Grewe, Benjamin F, Hofmann, Thomas
Year of Publication 02.10.2023
Year of Publication 02.10.2023
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Journal Article
On the curvature of the loss landscape
Pouplin, Alison, Roy, Hrittik, Singh, Sidak Pal, Arvanitidis, Georgios
Year of Publication 10.07.2023
Year of Publication 10.07.2023
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Journal Article
Landscaping Linear Mode Connectivity
Singh, Sidak Pal, Adilova, Linara, Kamp, Michael, Fischer, Asja, Schölkopf, Bernhard, Hofmann, Thomas
Year of Publication 23.06.2024
Year of Publication 23.06.2024
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Journal Article
Towards Meta-Pruning via Optimal Transport
Theus, Alexander, Geimer, Olin, Wicke, Friedrich, Hofmann, Thomas, Anagnostidis, Sotiris, Singh, Sidak Pal
Year of Publication 12.02.2024
Year of Publication 12.02.2024
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Journal Article
Phenomenology of Double Descent in Finite-Width Neural Networks
Singh, Sidak Pal, Lucchi, Aurelien, Hofmann, Thomas, Schölkopf, Bernhard
Year of Publication 14.03.2022
Year of Publication 14.03.2022
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Journal Article
Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers
Bozic, Vukasin, Dordevic, Danilo, Coppola, Daniele, Thommes, Joseph, Singh, Sidak Pal
Year of Publication 17.11.2023
Year of Publication 17.11.2023
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