2 citations · 2 across the 2 of their papers we have counts for
3 papers
Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments
Mitas Ray, Dmitriy Drusvyatskiy, Maryam Fazel +1
This paper studies the problem of expected loss minimization given a data distribution that is dependent on the decision-maker's action and evolves dynamically in time according to…
Function Design for Improved Competitive Ratio in Online Resource Allocation with Procurement Costs
Mitas Ray, Omid Sadeghi, Lillian J. Ratliff +1
We study the problem of online resource allocation, where multiple customers arrive sequentially and the seller must irrevocably allocate resources to each incoming customer while…
Best of many worlds: Robust model selection for online supervised learning
Vidya Muthukumar, Mitas Ray, Anant Sahai +1
We introduce algorithms for online, full-information prediction that are competitive with contextual tree experts of unknown complexity, in both probabilistic and adversarial setti…