Subramanian, Dharmashankar
- An Approximate Solution Method for Large Risk-Averse Markov Decision\n Processes
2012/10/16 by Marek Petrik, Dharmashankar Subramanian, Petrik, Marek +1 · 3 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Economics and business #Portfolio Management (q-fin.PM) #Reservoir Engineering and Simulation Methods #Risk and Portfolio Optimization #Simulation Techniques and Applications
- Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers
2024/02/07 by Md. Shamim Hussain, Mohammed J. Zaki, Hussain, Md Shamim +3 · 5 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Extractive Schema Linking for Text-to-SQL
2025/01/23 by Michael Glass, Glass, Michael, Mustafa Eyceoz +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Rationalization Models for Text-to-SQL
2025/02/10 by Gaetano Rossiello, Rossiello, Gaetano, Nhan Pham +7 · 2 citations
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- Adaptive Primal-Dual Method for Safe Reinforcement Learning
2024/02/01 by Chen, Weiqin, Onyejizu, James, Vu, Long +5 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)