Baharan Mirzasoleiman
Publications by Year
Research Areas
Machine Learning and Data Classification, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Complexity and Algorithms in Graphs, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → Streaming submodular maximization(2014)304 cited
- → Distributed Submodular Maximization: Identifying Representative Elements in Massive Data(2013)216 cited
- → Lazier Than Lazy Greedy(2015)178 cited
- → Cascaded failures in weighted networks(2011)169 cited
- Fast constrained submodular maximization: personalized data summarization(2016)
- → Selection via Proxy: Efficient Data Selection for Deep Learning(2019)76 cited
- → Guaranteed Non-convex Optimization: Submodular Maximization over Continuous Domains(2016)60 cited
- Coresets for Robust Training of Deep Neural Networks against Noisy Labels.(2020)
- Deletion-robust submodular maximization: data summarization with the Right to be forgotten(2017)
- → CrossWalk: Fairness-Enhanced Node Representation Learning(2022)42 cited