Sharma, Shubham
- Explainable Machine Learning in Deployment
2019/09/13 by Bhatt, Umang, Xiang, Alice, Sharma, Shubham +7 · 15 citations
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning
2022/06/27 by Haoyi Niu, Shubham Sharma, Niu, Haoyi +11 · 9 citations
Computer Science · Decision Sciences · Engineering · #Reinforcement Learning in Robotics #Simulation Techniques and Applications #Smart Grid Energy Management
- Interpretable LLM-based Table Question Answering
2024/12/16 by Nguyen, Giang, Brugere, Ivan, Sharma, Shubham +3 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Shock induced aerobreakup of a polymeric droplet
2022/05/31 by Chandra, Navin Kumar, Sharma, Shubham, Basu, Saptarshi +1 · 2 citations
#FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Soft Condensed Matter (cond-mat.soft)
- Shock induced atomisation of a liquid metal droplet
2023/05/05 by Sharma, Shubham, Chandra, Navin Kumar, Kumar, Aloke +1 · 2 citations
#FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
- FaiR-N: Fair and Robust Neural Networks for Structured Data
2020/10/13 by Sharma, Shubham, Gee, Alan H., Paydarfar, David +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The infrastructure powering IBM's Gen AI model development
2024/07/07 by Talia Gershon, Gershon, Talia, Seetharami Seelam +241 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Digital Transformation in Industry #Distributed #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Parallel #Robotics and Automated Systems #and Cluster Computing (cs.DC)
- Accurate Machine Learning Interatomic Potentials for Polyacene Molecular Crystals: Application to Single Molecule Host-Guest Systems
2025/04/15 by Burak Gurlek, Gurlek, Burak, Sharma, Shubham +5 · 4 citations
Chemistry · Engineering · Materials Science · #Chemical Physics (physics.chem-ph) #Crystallography and molecular interactions #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Organic Electronics and Photovoltaics #Quantum Physics (quant-ph)
- Fair Wasserstein Coresets
2023/11/09 by Zikai Xiong, Niccolò Dalmasso, Xiong, Zikai +7 · 1 citation
Mathematics · Computer Science · #Commutative Algebra and Its Applications #Complexity and Algorithms in Graphs #Limits and Structures in Graph Theory
- Privacy-Preserving Algorithmic Recourse
2023/11/23 by Sikha Pentyala, Shubham Sharma, Pentyala, Sikha +7 · 1 citation
Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Frontier orbitals control dynamical disorder in molecular semiconductors
2024/12/08 by Alexander Neef, Sebastian Hammer, Neef, Alexander +24 · 1 citation
Engineering · Materials Science · #Molecular Junctions and Nanostructures #Organic and Molecular Conductors Research #Magnetism in coordination complexes
- Elasticity affects the shock-induced aerobreakup of a polymeric droplet
2024/03/11 by Navin Kumar Chandra, Shubham Sharma, Chandra, Navin Kumar +5 · 1 citation
Agricultural and Biological Sciences · Engineering · #Electrohydrodynamics and Fluid Dynamics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Heat Transfer #Plant Surface Properties and Treatments #Soft Condensed Matter (cond-mat.soft)
- aims-PAX: Parallel Active eXploration for the automated construction of Machine Learning Force Fields
2025/08/18 by Tobias Henkes, Shubham Sharma, Henkes, Tobias +7 · 1 citation
Computer Science · #Statistical and Computational Modeling #Machine Learning and Data Classification #Mathematics, Computing, and Information Processing
- Aerodynamic bag breakup of a polymeric droplet
2023/09/26 by Chandra, Navin Kumar, Sharma, Shubham, Basu, Saptarshi +1 · 1 citation
#FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Soft Condensed Matter (cond-mat.soft)
- From Idea to Implementation: Evaluating the Influence of Large Language Models in Software Development -- An Opinion Paper
2025/03/10 by Yadav, Sargam, Qureshi, Asifa Mehmood, Kaushik, Abhishek +11 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Cache What Lasts: Token Retention for Memory-Bounded KV Cache in LLMs
2025/12/03 by Ngoc Bui, Shubham Sharma, Bui, Ngoc +5 · 2 citations
Computer Science · Materials Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Machine Learning in Materials Science