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.

168,657 papers · 148 categories

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2 results for “maxentropy”

Multicalibrated Partitions for Importance Weightscs.LG

New algorithm improves accuracy of importance weights for diverse applications.

problem Improving accuracy of importance weights for various applications.

method Formulated multicalibrated partitions and developed an efficient algorithm.

result Algorithm significantly improves accuracy of importance weights.

importance weights domain adaptation anomaly detection divergences maxentropy

2021-03-10abs ↗pdf ↗

MaxEntropy Pursuit Variational Inferencecs.LG

One of the core problems in variational inference is a choice of approximate posterior distribution. It is crucial to trade-off between efficient inference with simple families as mean-field models and accuracy of inference. We propose a variant of a greedy approximation of the posterior distribution with tractable bas…

2019-05-20abs ↗pdf ↗