Picture for Dharmashankar Subramanian

Dharmashankar Subramanian

Knowledge Base Construction for Knowledge-Augmented Text-to-SQL

Add code
May 28, 2025
Viaarxiv icon

Filtering Learning Histories Enhances In-Context Reinforcement Learning

Add code
May 21, 2025
Viaarxiv icon

Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers

Add code
Feb 07, 2024
Figure 1 for Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers
Figure 2 for Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers
Figure 3 for Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers
Figure 4 for Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers
Viaarxiv icon

Self-Supervised Contrastive Pre-Training for Multivariate Point Processes

Add code
Feb 01, 2024
Viaarxiv icon

Adaptive Primal-Dual Method for Safe Reinforcement Learning

Add code
Feb 01, 2024
Figure 1 for Adaptive Primal-Dual Method for Safe Reinforcement Learning
Figure 2 for Adaptive Primal-Dual Method for Safe Reinforcement Learning
Figure 3 for Adaptive Primal-Dual Method for Safe Reinforcement Learning
Figure 4 for Adaptive Primal-Dual Method for Safe Reinforcement Learning
Viaarxiv icon

Matching Table Metadata with Business Glossaries Using Large Language Models

Add code
Sep 08, 2023
Figure 1 for Matching Table Metadata with Business Glossaries Using Large Language Models
Figure 2 for Matching Table Metadata with Business Glossaries Using Large Language Models
Figure 3 for Matching Table Metadata with Business Glossaries Using Large Language Models
Figure 4 for Matching Table Metadata with Business Glossaries Using Large Language Models
Viaarxiv icon

Probabilistic Constraint for Safety-Critical Reinforcement Learning

Add code
Jun 29, 2023
Figure 1 for Probabilistic Constraint for Safety-Critical Reinforcement Learning
Figure 2 for Probabilistic Constraint for Safety-Critical Reinforcement Learning
Figure 3 for Probabilistic Constraint for Safety-Critical Reinforcement Learning
Figure 4 for Probabilistic Constraint for Safety-Critical Reinforcement Learning
Viaarxiv icon

The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles

Add code
Jun 02, 2023
Figure 1 for The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles
Figure 2 for The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles
Figure 3 for The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles
Figure 4 for The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles
Viaarxiv icon

AutoDOViz: Human-Centered Automation for Decision Optimization

Add code
Feb 19, 2023
Viaarxiv icon

Policy Gradients for Probabilistic Constrained Reinforcement Learning

Add code
Oct 02, 2022
Figure 1 for Policy Gradients for Probabilistic Constrained Reinforcement Learning
Figure 2 for Policy Gradients for Probabilistic Constrained Reinforcement Learning
Figure 3 for Policy Gradients for Probabilistic Constrained Reinforcement Learning
Viaarxiv icon