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people:david [2021/06/28 15:33]
David Peer
people:david [2022/02/16 09:11] (current)
David Peer
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 === Areas of Interest === === Areas of Interest ===
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-My main interest is to improve state-of-the art results in machine-learning by understanding the gap between expressivity and learnability of neural networks that seems to be huge. Here is list of the publications ​in this research direction where I'm first- or co-author where we used different theoretically motivated algorithms to improve SOTA: [[https://​arxiv.org/​abs/​1905.08744|1]],​ [[https://​arxiv.org/​abs/​2011.02956|2]],​ [[https://​preregister.science/​papers_20neurips/​55_paper.pdf|3]],​ [[https://​www.sciencedirect.com/​science/​article/​pii/​S2665963821000014|4]],​ [[https://​arxiv.org/​abs/​2103.04331|5]],​ [[https://​arxiv.org/​abs/​2102.11944|6]],​ [[https://​arxiv.org/​abs/​2105.14839|7]]\\+My main interest is to improve state-of-the art results in machine-learning by understanding the gap between expressivity and learnability of neural networks that seems to be huge. Here is the list of the publications:​ [[https://​arxiv.org/​abs/​1905.08744|1]],​ [[https://​arxiv.org/​abs/​2011.02956|2]],​ [[https://​preregister.science/​papers_20neurips/​55_paper.pdf|3]],​ [[https://​www.sciencedirect.com/​science/​article/​pii/​S2665963821000014|4]],​ [[https://​arxiv.org/​abs/​2103.04331|5]],​ [[https://​arxiv.org/​abs/​2102.11944|6]],​ [[https://​arxiv.org/​abs/​2105.14839|7]] [[https://​arxiv.org/​abs/​2104.07393|8]] [[https://​arxiv.org/​abs/​2201.11091|9]]\\
  
 === Positions === === Positions ===
people/david.1624887181.txt.gz · Last modified: 2021/06/28 15:33 by David Peer