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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.

168,982 papers · 148 categories

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3 results for “c-divergence”

Continuous Transfer Learning with Label-informed Distribution Alignmentcs.LG

Paper tackles continuous transfer learning with evolving target domains.

problem Challenges of negative transfer in evolving target domains.

method Proposes label-informed C-divergence for measuring distribution shift and negative transfer.

result Demonstrates effectiveness of TransLATE framework in minimizing classification error and C-divergence.

transfer learning continuous learning distribution alignment negative transfer adversarial auto-encoder

2020-06-05abs ↗pdf ↗

Families of costs with zero and nonnegative MTW tensor in optimal transport and the c-divergencesmath.AP

Study optimal transport costs with zero MTW tensor, finding new families of costs and divergence functions.

problem Characterize optimal transport costs with zero MTW tensor.

method Optimal transport theory, information geometry, solving nonlinear ODEs.

result Found new families of costs and divergence functions.

optimal transport information geometry MTW tensor c-divergences hyperbolic space

2024-01-01abs ↗pdf ↗

Pseudo-Riemannian geometry embeds information geometry in optimal transportmath.DG

This paper connects optimal transport and information geometry using pseudo-Riemannian geometry.

problem Understanding the geometric structures of probability distributions.

method Introducing a new differential geometric connection between optimal transport and information geometry.

result A new information-geometric interpretation of the MTW tensor.

pseudo-Riemannian geometry optimal transport information geometry c-divergence MTW condition

2019-05-31abs ↗pdf ↗