Nicholas Monath

1. Supervised Hierarchical Clustering with Exponential Linkage
   2019/06/19 by Nishant Yadav, Yadav, Nishant, Ari Kobren +5 · 2 citations
   Computer Science · #Advanced Clustering Algorithms Research #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Model-Agnostic Graph Regularization for Few-Shot Learning
   2021/02/14 by Ethan Shen, Maria Brbić, Shen, Ethan +9 · 1 citation
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
3. Enhancing Group Fairness in Online Settings Using Oblique Decision Forests
   2023/10/17 by Somnath Basu Roy Chowdhury, Nicholas Monath, Chowdhury, Somnath Basu Roy +11 · 1 citation
   Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Robust Concept Erasure via Kernelized Rate-Distortion Maximization
   2023/11/30 by Somnath Basu Roy Chowdhury, Chowdhury, Somnath Basu Roy, Nicholas Monath +7 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
5. Incremental Extractive Opinion Summarization Using Cover Trees
   2024/01/16 by Somnath Basu Roy Chowdhury, Chowdhury, Somnath Basu Roy, Nicholas Monath +11 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
6. Fundamental Limits of Perfect Concept Erasure
   2025/03/25 by Somnath Basu Roy Chowdhury, Chowdhury, Somnath Basu Roy, Avinava Dubey +11 · 2 citations
   Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
7. Analysis of Plan-based Retrieval for Grounded Text Generation
   2024/08/20 by Ameya Godbole, Godbole, Ameya, Nicholas Monath +9 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling