Moritz Hardt
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Stochastic Gradient Optimization Techniques, Complexity and Algorithms in Graphs, Explainable Artificial Intelligence (XAI), Sparse and Compressive Sensing Techniques
Most-Cited Works
- → Fairness through awareness(2012)3,276 cited
- → Understanding deep learning (still) requires rethinking generalization(2021)2,212 cited
- → Equality of Opportunity in Supervised Learning(2016)1,908 cited
- → Understanding deep learning requires rethinking generalization(2016)1,089 cited
- → Sanity Checks for Saliency Maps(2018)604 cited
- Train faster, generalize better: stability of stochastic gradient descent(2016)
- → A Multiplicative Weights Mechanism for Privacy-Preserving Data Analysis(2010)341 cited
- → On the geometry of differential privacy(2010)327 cited