Jane Lange

1. Top-down induction of decision trees: rigorous guarantees and inherent limitations
   2019/11/17 by Guy Blanc, Blanc, Guy, Jane Lange +3 · 1 citation
   Computer Science · #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
2. Query strategies for priced information, revisited
   2020/10/22 by Guy Blanc, Blanc, Guy, Jane Lange +3 · 1 citation
   Computer Science · #Complexity and Algorithms in Graphs #Algorithms and Data Compression #Machine Learning and Algorithms
3. Properly learning monotone functions via local reconstruction
   2022/04/25 by Jane Lange, Ronitt Rubinfeld, Lange, Jane +3 · 1 citation
   Computer Science · #Machine Learning and Algorithms #Privacy-Preserving Technologies in Data #Complexity and Algorithms in Graphs
4. Agnostic proper learning of monotone functions: beyond the black-box correction barrier
   2023/04/05 by Jane Lange, Lange, Jane, Arsen Vasilyan +1 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Data Structures and Algorithms (cs.DS) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
5. Lifting uniform learners via distributional decomposition
   2023/03/27 by Guy Blanc, Blanc, Guy, Jane Lange +5 · 1 citation
   Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Imbalanced Data Classification Techniques