6 citations · 6 across the 4 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.AI2024
Causal Effect Estimation Using Random Hyperplane Tessellations
Abhishek Dalvi, Neil Ashtekar, Vasant Honavar
Matching is one of the simplest approaches for estimating causal effects from observational data. Matching techniques compare the observed outcomes across pairs of individuals with…
cs.LG2024★ 6 cited
Hyperdimensional Representation Learning for Node Classification and Link Prediction
Abhishek Dalvi, Vasant Honavar
We introduce Hyperdimensional Graph Learner (HDGL), a novel method for node classification and link prediction in graphs. HDGL maps node features into a very high-dimensional space…