121 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Technische Universität IlmenauDE5 papers
- Universität HamburgDE4 papers
- New York UniversityUS3 papers
- Freie Universität BerlinDE2 papers
- Hamburg University of TechnologyDE2 papers
- Bielefeld UniversityDE1 paper
- Brandenburg University of Technology Cottbus-SenftenbergDE1 paper
- City University of Hong KongHK1 paper
- Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)DE1 paper
- Friedrich Schiller University JenaDE1 paper
- German Institute for Economic ResearchDE1 paper
- Hamburg Institut (Germany)DE1 paper
3 papers · 1 filter
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
Federico Berto, Chuanbo Hua, Junyoung Park +30
Combinatorial optimization (CO) is fundamental to several real-world applications, from logistics and scheduling to hardware design and resource allocation. Deep reinforcement lear…
Self-Supervised Siamese Autoencoders
Friederike Baier, Sebastian Mair, Samuel G. Fadel
In contrast to fully-supervised models, self-supervised representation learning only needs a fraction of data to be labeled and often achieves the same or even higher downstream pe…
Distantly Supervised Question Parsing
Hamid Zafar, Maryam Tavakol, Jens Lehmann
The emergence of structured databases for Question Answering (QA) systems has led to developing methods, in which the problem of learning the correct answer efficiently is based on…