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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.

168,742 papers · 148 categories

Trend · papers per month

count% of corpus
0111 · May 201919922001200920172026
3 results for “c-divergences”
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 learningcontinuous learningdistribution alignmentnegative transferadversarial 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 transportinformation geometryMTW tensorc-divergenceshyperbolic space
2024-01-01abs ↗pdf ↗