Sayan Ghosh

Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models

2023 · arXiv (Cornell University)

Generalized quantifiers (e.g., few, most) are used to indicate the proportions predicates are satisfied (for example, some apples are red). One way to interpret quantifier semantics is to explicitly bind these satisfactions with percentage scopes …

Heterogenous Multi-Source Data Fusion Through Input Mapping and Latent Variable Gaussian Process

2024 · arXiv (Cornell University)

Artificial intelligence and machine learning frameworks have served as computationally efficient mapping between inputs and outputs for engineering problems. These mappings have enabled optimization and analysis routines that have warranted superior designs, ingenious material systems …