432 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Technische Universität DresdenDE3 papers
- University of Illinois ChicagoUS3 papers
- Max Planck Institute for Human Cognitive and Brain SciencesDE2 papers
- The University of SydneyAU2 papers
- Universidade do PortoPT2 papers
- Universitat de BarcelonaES2 papers
- Universitat Pompeu FabraES2 papers
- University Medical Center Hamburg-EppendorfDE2 papers
- Aarhus UniversityDK1 paper
- Adam Mickiewicz University in PoznańPL1 paper
- Agenzia Spaziale ItalianaIT1 paper
- Arcetri Astrophysical ObservatoryIT1 paper
Showing cs.LGShow all
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cs.LG2020
Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space
Yingyi Ma, Vignesh Ganapathiraman, Yaoliang Yu +1
Invariance (defined in a general sense) has been one of the most effective priors for representation learning. Direct factorization of parametric models is feasible only for a smal…
cs.LG2019★ 42 cited
Fairness for Robust Log Loss Classification
Ashkan Rezaei, Rizal Fathony, Omid Memarrast +1
Developing classification methods with high accuracy that also avoid unfair treatment of different groups has become increasingly important for data-driven decision making in socia…