Mukherjee, Koyel

1. Towards Optimizing the Costs of LLM Usage
   2024/01/29 by Shivanshu Shekhar, Shekhar, Shivanshu, Tanishq Dubey +9 · 8 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Scheduling and Optimization Algorithms
2. The Costs and Benefits of Sharing: Sequential Individual Rationality and Sequential Fairness
   2016/07/25 by Ragavendran Gopalakrishnan, Koyel Mukherjee, Gopalakrishnan, Ragavendran +3 · 1 citation
   Business, Management and Accounting · Engineering · Social Sciences · #Computational Complexity (cs.CC) #Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Sharing Economy and Platforms #Transportation Planning and Optimization #Transportation and Mobility Innovations
3. From Selection to Generation: A Survey of LLM-based Active Learning
   2025/02/17 by Yu Xia, Xia, Yu, Subhojyoti Mukherjee +65 · 6 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Open Education and E-Learning #Wikis in Education and Collaboration
4. A Simple Dynamic Learning Rate Tuning Algorithm For Automated Training of DNNs
   2019/10/25 by Mukherjee, Koyel, Khare, Alind, Verma, Ashish · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks
   2024/12/07 by Soumya Suvra Ghosal, Saheb Pal, Ghosal, Soumya Suvra +5 · 4 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Retrieval (cs.IR) #Network Packet Processing and Optimization #Parallel Computing and Optimization Techniques