Somjit Roy
PulseAugur coverage of Somjit Roy — every cluster mentioning Somjit Roy across labs, papers, and developer communities, ranked by signal.
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New variational inference framework expands tangent approximation for complex models
Researchers have introduced a new variational inference framework that extends the utility of tangent approximation to a wider range of probability models, particularly those with strongly super-Gaussian likelihoods. Th…
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New probabilistic symbolic regression framework enhances AI-driven scientific discovery
Researchers have developed a novel probabilistic symbolic regression framework designed to enhance AI-driven scientific discovery. This new method represents mathematical expressions as ensembles of symbolic trees, util…
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New probabilistic framework VaSST enhances symbolic regression with soft symbolic trees
Researchers have introduced VaSST, a novel probabilistic framework for symbolic regression designed to address limitations in current AI-driven scientific discovery methods. VaSST employs soft symbolic trees, a continuo…