Sindy Löwe

PhD candidate (advised by Max Welling)
AMLab
Informatics Institute
University of Amsterdam
Science Park, Lab 42, L4.07

 

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I am a PhD student in Machine Learning at Amsterdam Machine Learning Lab (AMLab), supervised by Prof. Max Welling. I am interested in unsupervised representation learning, focusing on local learning approaches and on structured representations.


Selected Publications

  1. CLeaR
    Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data
    Löwe, S., Madras, D., Zemel, R., and Welling, M.
    Causal Learning and Reasoning Apr 2022
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  2. TMLR
    Complex-Valued Autoencoders for Object Discovery
    Löwe, Sindy, Lippe, Phillip, Rudolph, Maja, and Welling, Max
    Transactions on Machine Learning Research Nov 2022
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  3. NeurIPS
    Putting An End to End-to-End: Gradient-Isolated Learning of Representations
    Löwe, S., O’Connor, P., and Veeling, B. S.
    Honorable Mention For The Outstanding New Directions Paper Award at NeurIPS Dec 2019
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