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.
New microcanonical models approximate non-Gaussian processes with long-range correlations.
A new method for sampling high-dimensional distributions overcomes overfitting.
A new method called MCLMC avoids dissipation in sampling from canonical distributions.
Bayesian method infers network communities without violating imposed patterns.
Wavelet scattering spectra model non-Gaussian time-series, proving scale invariance for self-similar processes.
New probabilistic constructions for Kähler-Einstein metrics.
Ray tracing sampler improves neural network sampling efficiency and resilience.
Study on convergence of exponential probability measures with applications to maximum entropy models and SGLD.
A weak law of large numbers is established for a sequence of systems of N classical point particles with logarithmic pair potential in $\bbR^n$, or $\bbS^n$, $n\in \bbN$, which are distributed according to the configurational microcanonical measure , or rather some regularization thereof, where H is the configu…