Unique Subedi

1. Operator Learning: A Statistical Perspective
   2025/04/04 by Unique Subedi, Subedi, Unique, Ambuj Tewari +1 · 1 voice · 6 citations
   Computer Science · Decision Sciences · Mathematics · Physics and Astronomy · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #cs.LG #stat.ML
2. Multiclass Online Learning and Uniform Convergence
   2023/03/30 by Hanneke, Steve, Moran, Shay, Vinod Raman +5 · 2 citations
   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
3. Multiclass Online Learnability under Bandit Feedback
   2023/08/08 by Ananth Raman, Raman, Ananth, Vinod Raman +5 · 2 citations
   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
4. Apple Tasting: Combinatorial Dimensions and Minimax Rates
   2023/10/29 by Vinod Raman, Raman, Vinod, Unique Subedi +5 · 1 citation
   Computer Science · Decision Sciences · #Machine Learning and Algorithms #Advanced Bandit Algorithms Research #Computability, Logic, AI Algorithms
5. Controlling Statistical, Discretization, and Truncation Errors in Learning Fourier Linear Operators
   2024/08/16 by Unique Subedi, Subedi, Unique, Ambuj Tewari +1 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Numerical Analysis (math.NA)
6. 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
7. On the Benefits of Active Data Collection in Operator Learning
   2024/10/25 by Unique Subedi, Ambuj Tewari, Subedi, Unique +1 · 2 citations
   Computer Science · Engineering · #Experimental Learning in Engineering #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms