On-device research index

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.

169,341 papers · 148 categories

Trend · papers per month

count % of corpus

3 results for “testimonies”

A Bayesian baseline for belief in uncommon eventsstat.AP

Bayesian analysis shows testimonies for common events increase belief in uncommon events.

problem Analyzing the reliability of testimonies for uncommon events based on common events.

method Full Bayesian solution considering large testimonies for common events and one for an uncommon event.

result The probability of an uncommon event increases when there are many testimonies for common events, making the event more plausible.

Bayesian inference testimonies uncommon events plausibility reliability

2016-02-25abs ↗pdf ↗

Differential hierarchy and additional grading of knot polynomialshep-th

Colored knot polynomials possess a peculiar Z-expansion in certain combinations of differentials, which depends on the representation. The coefficients of this expansion are functions of the three variables (A,q,t) and can be considered as new distinguished coordinates on the space of knot polynomials, analogous to the…

2013-06-24abs ↗pdf ↗

The Partial Testimony of Logs: Evaluation of Language Model Generation under Confounded Model Choicecs.LG

Study uses three sources to evaluate language models fairly.

problem Bias in offline model evaluation due to confounded model choice.

method Combines observational logs, randomized experiments, and simulators.

result Randomized experiment and simulator together recover causal model values.

language models model evaluation confounded data randomized experiment simulator

2026-05-02abs ↗pdf ↗