2 papers
cs.LG2026
Causal Multi-Task Demand Learning
Varun Gupta, Vijay Kamble
We study a canonical multi-task demand-learning problem motivated by retail pricing, where a firm seeks to estimate heterogeneous linear price-response functions across multiple de…
cs.LG2024
Algorithmic Challenges in Ensuring Fairness at the Time of Decision
Jad Salem, Swati Gupta, Vijay Kamble
Algorithmic decision-making in societal contexts, such as retail pricing, loan administration, recommendations on online platforms, etc., can be framed as stochastic optimization u…