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cs.LG2026
Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not
Kavya Bhand, Aadi Joshi
Multi-horizon latent consistency is a common training knob in video predictors and world models, but practitioners rarely know what it does to transition geometry. We treat lambda,…
cs.LG2026
A Locality Radius Framework for Understanding Relational Inductive Bias in Database Learning
Aadi Joshi, Kavya Bhand
Foreign key discovery and related schema-level prediction tasks are often modeled using graph neural networks (GNNs), implicitly assuming that relational inductive bias improves pe…