12 citations · 38 across the 19 of their papers we have counts for
20 papers
RSVP: Beyond Weisfeiler Lehman Graph Isomorphism Test
Sourav Dutta, Arnab Bhattacharya
Graph isomorphism, a classical algorithmic problem, determines whether two input graphs are structurally identical or not. Interestingly, it is one of the few problems that is not…
Generalized Linear Models of T-T relation to classify GRBs
Sourav Dutta, Sunanda, Reetanjali Moharana +1
Gamma-ray bursts (GRBs) can be classified with their linearly dependent parameters alongside the standard distribution. The Generalized linear mixture model(GLM) identifie…
Deep Neural Compression Via Concurrent Pruning and Self-Distillation
James O' Neill, Sourav Dutta, Haytham Assem
Pruning aims to reduce the number of parameters while maintaining performance close to the original network. This work proposes a novel \emph{self-distillation} based pruning strat…
Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval
Sourav Dutta, Haytham Assem, Edward Burgin
Frequently-Asked-Question (FAQ) retrieval provides an effective procedure for responding to user's natural language based queries. Such platforms are becoming common in enterprise…
VerSaChI: Finding Statistically Significant Subgraph Matches using Chebyshev's Inequality
Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya
Approximate subgraph matching, which is an important primitive for many applications like question answering, community detection, and motif discovery, often involves large labeled…
Unsupervised Word Translation Pairing using Refinement based Point Set Registration
Silviu Oprea, Sourav Dutta, Haytham Assem
Cross-lingual alignment of word embeddings play an important role in knowledge transfer across languages, for improving machine translation and other multi-lingual applications. Cu…