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.

168,742 papers · 148 categories

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3 results for “UTI”

Treatment Policy Learning in Multiobjective Settings with Fully Observed Outcomescs.LG

Three approaches learn personalized treatment policies for UTI patients.

problem Learning optimal treatment policies in multiobjective settings with fully observed outcomes.

method Indirect and direct approaches using predictive models and without intermediate models.

result All approaches outperform clinicians in achieving better performance on all outcomes and trade-offs.

treatment policy multiobjective fully observed outcomes UTI patient outcomes

2020-06-01abs ↗pdf ↗

How many independent bets are there?physics.soc-ph

The benefits of portfolio diversification is a central tenet implicit to modern financial theory and practice. Linked to diversification is the notion of breadth. Breadth is correctly thought of as the number of in- dependent bets available to an investor. Conventionally applications us- ing breadth frequently assume o…

2006-01-23abs ↗pdf ↗

Knowledge Graph Embeddings in Geometric Algebrascs.LG

A novel geometric algebra-based KG embedding framework improves link prediction.

problem KG embedding to model entities and relations in a low-dimensional space.

method Utilizes multivector representations and geometric product in geometric algebra.

result Outperforms state-of-the-art models in link prediction experiments.

Knowledge Graph Embedding Geometric Algebra Link Prediction Multivector Geometric Product

2020-10-02abs ↗pdf ↗