Tom Goldstein
University of Maryland, College Park(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Advanced MIMO Systems Optimization, Anomaly Detection Techniques and Applications
Most-Cited Works
- → The Split Bregman Method for L1-Regularized Problems(2009)4,282 cited
- → Fast Alternating Direction Optimization Methods(2014)805 cited
- → Visualizing the Loss Landscape of Neural Nets(2017)621 cited
- → Geometric Applications of the Split Bregman Method: Segmentation and Surface Reconstruction(2009)454 cited
- → Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses(2022)281 cited
- → DCAN: Dual Channel-Wise Alignment Networks for Unsupervised Scene Adaptation(2018)265 cited
- → Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks(2018)249 cited
- → Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors(2020)217 cited
- → Channel Charting: Locating Users Within the Radio Environment Using Channel State Information(2018)198 cited