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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,657 papers · 148 categories

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2 results for “Rakesh Pawar”

Uniqueness of differential characters and differential K-theory via homological algebramath.AT

A note on the uniqueness of differential characters and K-theory via homological algebra.

problem Existence and uniqueness of differential characters and differential K-theory.

method Observation and application of Rakesh Pawar's results in homological algebra.

result The hexagon diagram uniquely determines differential K-theory groups up to isomorphism.

differential characters differential K-theory homological algebra Rakesh Pawar Simons and Sullivan

2020-05-05abs ↗pdf ↗

Stochastic Gradient Descent Works Really Well for Stress Minimizationcs.CG

Stochastic gradient descent outperforms traditional force-directed methods.

problem Improving graph layout quality and efficiency.

method Applying stochastic gradient descent for stress minimization.

result Stochastic gradient descent is simpler and more robust than traditional methods.

graph layout stress minimization stochastic gradient descent force-directed methods

2020-08-24abs ↗pdf ↗