2 papers
cs.LG2026
Diverse and Plausible Algorithmic Recourse via Tractable Recourse Distributions
Anagha Sabu, Hrithik Suresh, Narayanan C. Krishnan
Algorithmic recourse seeks to help individuals reverse unfavorable automated decisions by recommending actionable changes that achieve a desired outcome. As an individual usually h…
cs.LG2026
PAR: Plausibility-aware Amortized Recourse Generation
Anagha Sabu, Vidhya S, Narayanan C Krishnan
Algorithmic recourse aims to recommend actionable changes to a factual's attributes that flip an unfavorable model decision while remaining realistic and feasible. We formulate rec…