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 “condition-aware”

A discriminative condition-aware backend for speaker verificationcs.LG

Improved speaker verification with condition-aware backend.

problem Speaker verification calibration issues under unknown conditions.

method Discriminative PLDA model with joint training and condition integration.

result Out-of-the-box excellent calibration performance.

speaker verification condition-aware PLDA binary cross-entropy calibration

2019-11-26abs ↗pdf ↗

An Adaptive Lagrangian B-Spline Framework for Point Cloud Manifold Evolutionmath.NA

A new method evolves point clouds using B-splines for smooth surfaces.

problem Evolution of smooth surfaces from discrete point clouds.

method Adaptive Lagrangian B-spline framework for geometric evolution.

result Efficient and accurate reproduction of surface evolution phenomena.

B-spline point cloud surface evolution adaptive knot insertion geometric invariants

2026-01-16abs ↗pdf ↗

Identifiability and Estimation for Unlabeled Finite Mixtures under Marginal Independencestat.ML

Identifying components and estimating mixing weights in unlabeled finite mixtures under marginal independence.

problem Identifying components and estimating mixing weights in unlabeled finite mixtures.

method Proving structural results and extending them to observable mixtures.

result Identifying components and estimating mixing weights under marginal independence.

identifiability estimation unlabeled mixtures marginal independence structural results

2026-06-06abs ↗pdf ↗