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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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5 results for “de-coupled BRSS”

The Decaying Missing-at-Random Framework: Model Doubly Robust Causal Inference with Partially Labeled Datastat.ME

Paper tackles causal inference with partially labeled data, introducing robust methods.

problem Challenges in causal inference due to partially labeled datasets and potential bias.

method Decaying missing-at-random framework and BRSS estimator for doubly robust causal inference.

result Established asymptotic normality of BRSS estimator under decaying labeling propensity scores.

causal inference doubly robust partial labeling de-coupled BRSS asymptotic normality

2023-05-22abs ↗pdf ↗

On Product Lie Algebroids, and Collective Motionmath.DG

Research decouples Lie algebroids using bicocycle double cross product theory.

problem Understanding decoupling and coupling phenomena in Lie algebroids.

method Bicocycle double cross product realization method.

result Unified product, double cross product, semi-direct product, and cocycle extension frameworks are instances of the general method.

Lie algebroids bicocycle double cross product de/coupling representations algebraic constructions

2025-03-15abs ↗pdf ↗

Morphology Generation for Statistical Machine Translation using Deep Learning Techniquescs.CL

Morphology in unbalanced languages remains a big challenge in the context of machine translation. In this paper, we propose to de-couple machine translation from morphology generation in order to better deal with the problem. We investigate the morphology simplification with a reasonable trade-off between expected gain…

2016-10-07abs ↗pdf ↗

On Extensions, Lie-Poisson Systems, and Dissipationsmath-ph

Derives equations for interacting Lie-Poisson systems using 2-cocycle extensions.

problem Understanding collective motion of interacting Lie-Poisson systems.

method Derives equations on dual space of extended structure, including 2-cocycle terms.

result Provides most general realization of Lie-Poisson system coupling.

Lie-Poisson systems 2-cocycle extensions dual space collective motion interacting systems

2021-01-08abs ↗pdf ↗

Global Convergence of the ODE Limit for Online Actor-Critic Algorithms in Reinforcement Learningcs.LG

Actor-critic algorithms converge to an ODE as data samples change dynamically.

problem Challenging to mathematically analyze due to non-i.i.d. data samples.

method Proved convergence to an ODE using time rescaling and geometric ergodicity.

result Convergence to the ODE limit and its properties proven.

Actor-Critic Reinforcement Learning Ordinary Differential Equation Geometric Ergodicity Convergence Rate

2021-08-19abs ↗pdf ↗