1 citations · 1 across the 2 of their papers we have counts for
3 papers
Foundation Models at Work: Fine-Tuning for Fairness in Algorithmic Hiring
Buse Sibel Korkmaz, Rahul Nair, Elizabeth M. Daly +3
Foundation models require fine-tuning to ensure their generative outputs align with intended results for specific tasks. Automating this fine-tuning process is challenging, as it t…
Algorithms for Deciding Membership in Polytopes of General Dimension
Evangelos Anagnostopoulos, Ioannis Z. Emiris, Vissarion Fisikopoulos
We study the fundamental problem of polytope membership aiming at large convex polytopes, i.e. in high dimension and with many facets, given as an intersection of halfspaces. Stand…
Randomized embeddings with slack, and high-dimensional Approximate Nearest Neighbor
Evangelos Anagnostopoulos, Ioannis Z. Emiris, Ioannis Psarros
The approximate nearest neighbor problem (-ANN) in high dimensional Euclidean space has been mainly addressed by Locality Sensitive Hashing (LSH), which has polynomial dependenc…