Search Results for author: Apoorva Vikram Singh

Found 3 papers, 3 papers with code

DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs

1 code implementation28 Sep 2021 Mengjia Xu, Apoorva Vikram Singh, George Em Karniadakis

However, recent advances mostly focus on learning node embeddings as deterministic "vectors" for static graphs yet disregarding the key graph temporal dynamics and the evolving uncertainties associated with node embedding in the latent space.

Dynamic graph embedding Uncertainty Quantification

Seq2Seq and Joint Learning Based Unix Command Line Prediction System

2 code implementations20 Jun 2020 Thoudam Doren Singh, Abdullah Faiz Ur Rahman Khilji, Divyansha, Apoorva Vikram Singh, Surmila Thokchom, Sivaji Bandyopadhyay

Experimental methods state that our model has achieved accuracy surpassing mixture of other techniques and adaptive command line interface mechanism as acclaimed in the past.

Recommendation Systems

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