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Raman, Vinod

  1. Generation through the lens of learning theory
    2024/10/17 by Vinod Raman, Li, Jiaxun, Raman, Vinod +2 · 6 citations
    Social Sciences · #Education and Critical Thinking Development #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Generation from Noisy Examples
    2025/01/07 by Ananth Raman, Vinod Raman, Raman, Ananth +1 · 5 citations
    Computer Science · #Machine Learning and Data Classification
  3. Multiclass Transductive Online Learning
    2024/11/03 by Hanneke, Steve, Raman, Vinod, Shaeiri, Amirreza +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Representative Language Generation
    2025/05/27 by Charlotte Peale, Vinod Raman, Peale, Charlotte +3 · 4 citations
    Computer Science · #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Algorithms
  5. Online Classification with Predictions
    2024/05/22 by Vinod Raman, Raman, Vinod, Ambuj Tewari +1 · 2 citations
    Computer Science · #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Online Infinite-Dimensional Regression: Learning Linear Operators
    2023/09/08 by Raman, Vinod, Subedi, Unique, Tewari, Ambuj · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  7. A Characterization of Multioutput Learnability
    2023/01/06 by Vinod Raman, Raman, Vinod, Unique Subedi +3 · 1 citation
    Computer Science · Decision Sciences · #Machine Learning and Algorithms #Advanced Bandit Algorithms Research #Data Stream Mining Techniques
  8. Multiclass Online Learning and Uniform Convergence
    2023/03/30 by Hanneke, Steve, Moran, Shay, Vinod Raman +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  9. On the Learnability of Multilabel Ranking
    2023/04/06 by Raman, Vinod, Subedi, Unique, Tewari, Ambuj · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. Online Learning with Set-Valued Feedback
    2023/06/09 by Raman, Vinod, Subedi, Unique, Tewari, Ambuj · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  11. Multiclass Online Learnability under Bandit Feedback
    2023/08/08 by Ananth Raman, Raman, Ananth, Vinod Raman +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  12. AdaBoN: Adaptive Best-of-N Alignment
    2025/05/17 by Vinod Raman, Hilal Asi, Raman, Vinod +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  13. Tracking the Best Expert Privately
    2025/03/12 by Saha, Aadirupa, V. Raman, Raman, Vinod +2 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG)