Parikshit Pareek
PulseAugur coverage of Parikshit Pareek — every cluster mentioning Parikshit Pareek across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New research reveals spectral structures within Prior-Data Fitted Networks
Two new research papers explore the internal mechanisms of Prior-Data Fitted Networks (PFNs), a type of tabular foundation model. The first paper provides mechanistic evidence that PFNs capture spectral structures relat…
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AI advances improve power flow calculations and feasibility assessment · 2 sources tracked
Researchers have developed two novel AI approaches for power flow calculations in electrical grids. One method, In-Context Whitening (ICW), uses a gradient-free technique to adapt machine-learned surrogates to network t…
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Gaussian Processes offer probabilistic guarantees for power system ML
Researchers have developed a new probabilistic framework using Gaussian Process regression to provide formal performance guarantees for machine learning models in power systems. This approach aims to address the critica…